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Saturday, January 25, 2020
SABMillers Strategic position
SABMillers Strategic position Identify SABMillers Strategic position: In order to Identify the companys position; it is important to carry out its Business external analysis; it is also essential to identify its core competences and capabilities as well as stakeholder expectations in order to successfully identify the companys strategic position. SABMillers External Analysis: In order to asses SABMillers external analysis; I have constructed a PESTEL analysis (appendix 1); Porters 5 forces (appendix 2); THE BCG matrix (appendix 3) and its competition Analysis (appendix 4). After conducting Porters five forces of the Brewing Industry; I have found many interesting outcomes relating to SABMiller as the overall markets of the brewing industry arent clearly attractive; its performance depends on the ability to expand its market share and exploit opportunities in the emerging markets. However, the brewing industry in growing markets, which SABMiller operates, is highly attractive but not for new entrants; its especially attractive for the dominant players in the Industry; which in this case SABMiller is one of them. After analysing my Porters 5 forces; it is conclusive that it would be extremely hard for new entrants to compete in these emerging markets due to the high dominance of the main competitors. I have also observed other good points such as the low level of power within suppliers; however the power of suppliers is increasing especially in USA due to the rising costs of energy and Aluminium but in under developed countries; it is conclusive that SABMiller has the overall power of its suppliers; as its an international brewer; finding suppliers wouldnt be a major issue. Its Conclusive that the power of Buyers is very high; due to the end consumer having a growing number of choices from other brewers as there are no switching costs; the end consumer can choose any drink to have so its up to the brewing companies to emphasise its targeted customers to drink its products. It is also conclusive that the power of substitutes is low but it is significantly growing. Due to the modern consciousness of healthy living; low calorie beers and non alcoholic beverages are increasing in volume; this doesnt affect SABMiller as much compared to other brewers as the company it self produces alternative products to beer such as the low calorie versions; SABMiller has also recently entered wine and soft drinks market in Africa as Im predicting more of this similar strategic activity will occur in other markets. From the PESTEL; Porters 5 forces and the Competition Analysis; I am concluding that SABMiller operates in developing as well as matured markets. These markets include very challenging aspects which in the past has limited the threat of new entrants. These markets include very tough competition; as rivalry in the Brewing Industry is increasingly high. These markets tend to have a fragmented brewing industry and it is essential to have extensive capital and knowledge to setup a brewing enterprise. In developed and more matured markets the industry is consolidated and dominated by a few, larger players. As such, these large companies, like SABMiller tend to own multiple brands with different market positions. In this market, it is much easier for competitors to launch rival products that compete directly on price and thus eroding market share. After analysing the companys competition; SABMiller has and still is experiencing this problem; For example in North America; especially recently where InBev has bought Anheuser-Busch; this has helped the dominant Brewer to enlarge a further space between themselves and SABMiller; which has affected the companys market share future plans deeply. SABMiller now has to come up with new innovative ideas to try and close the gap between them and A-B InBev. The American Industry is the largest brewing market by value as rivalry is now more intense than ever; meaning more competitors are entering into a price war with SABMiller. This has become a huge threat for SABMiller; but it does also hold opportunities to weaken this threat down. For example the company has the opportunity to acquire more stakes in the Brazilian Market; or become the owner of China resources which is the largest brewer in China. Both these markets I have mentioned are matured yet and still hold many growing estimates. After conducting a stakeholder analysis; I have come up with simple assessments that SABMiller had to make some strategic choices to please its key players. SABs acquisition of Miller was largely due to the pressure from the London Stock Exchange. It is felt that SAB was at risk due to its over reliance of soft currencies in certain market. This resulted in a poor performance in the London Stock Exchange in the year of 2000. Even though their core competences were elsewhere, SAB went on with the takeover to please the stakeholders. Media and analysts have come out with unfavourable reports on SABMiller. These particular stakeholders needed to be pleased. From my BCG Matrix; its conclusive that its Western European operations are a dog and SABMiller should ideally get out of the market as further investment will end up little positive results. But this wont be possible due to the investors expectations of a market presence in Western Europe. Internal Analysis: SABMillers Core Competences: Core Competences are the skills and abilities by which Resources are deployed through an Organisations activities and processes such as to achieve competitive advantage in ways that others cannot imitate or obtain. (J.S.W. 8th Edition; p852: Glossary) From the very beginning, SABMiller had developed unique competences in analysing its business environment; meaning that the company expertises in analysing a market that is aiming to operate in. SABMillers activities are heavily influenced by the political, social and legislative environmental factors within which it operates; meaning this has made the company proactive when dealing with macro factors. SABMillers South African culture has shaped the strategic development of the company. It is this culture, which makes their distinct capability of entering emerging markets less imitable. As highlighted in the case study, SABMillers strategy represents a synthesis of learning based on the historical developments of the company (J.S.W. 8th Edition; Case Study: SABMiller; McQuade, 2006). Mapping out the early days in South Africa, SABMillers strategy was flexible and responsive to the market. SABMiller acquired local brewing businesses to enable them to grow and overcome certain business restrictions through acquisition. SABMiller also expanded their portfolio to include wine, matches and the Sun City casino resort. When the political regime and the regulatory environment lifted, SABMiller developed three mega-breweries in South Africa. By being at ease in these types of challenging environments it enables SABMiller to aggressively grow and capture market share when arguably other firms would be paralysed by fear. Instead, SABMiller are able to scan their external environment and turn threats into opportunities. In doing so, providing a distinct set of capabilities, which is very difficult to imitate. The tough African roots have given SABMiller the confidence and self belief to come up with solutions during tough conditions in developing markets. The company is also very experienced in dealing with very sensitive governments and local communities. These efforts also show that they are very flexible. SAB used its expert management skills learnt from Africa, to turnaround Millers fortunes. Traditional SAB system of employee performance rating was used in Miller. These efforts earned them the name turnaround specialists. The parenting style of SABMiller adds value to the breweries. In the new markets they retain the brand, but transforming the business by adding quality and consistency to the beer. They develop the marketing, distribution productivity and capacity of the business. SABMiller is highly experienced in acquisitions and takeovers. This competency gave them the confidence to take risks and takeover high profile targets like Grupo Empresarial Bavaria. As in the case of Miller, SABMiller added further value in to the company by bringing its own operating practices and management skills. After conducting the companys analysis; it is conclusive that SABMiller has shown outstanding flexibility from its very origin. Its decisions during the apartheid period show a core competency in developing strategic choices and environmental scanning. The emergence of competitors in its prime markets is a case of concern. In future, SABMiller will have to face tough competition from its rivals; a glimpse was seen in the USA market. The key to SABMillers success will be its strategic brand management and its brand portfolio. SABMillers generic strategy and core competences The BCG Matrix mainly relates to the markets which SABMiller is currently operating in. These tools all relate to the brewing Industry; as its the industry which relates and particularly affects SABMiller. The chosen sequence for the analysis not only provides an insight into SABs environment, but also facilitates assessing opportunities for the future, as most investors see a need for SAB to enter the developed market.
Friday, January 17, 2020
India Post Strategy
Term Project ? Table of Contents Operations Constraints Matrix3 Flexibility3 Cost5 Quality7 Structural Decisions7 Capacity7 Facilities8 Process Technology9 Sourcing and Vertical Integration10 Infrastructural Decisions12 Operations Constraints Matrix Flexibility is about the operation being able to change what it does quickly. How quickly can the organization change the mix of products and services it is offering to the customer? Changing consumer tastes affects demand levels and the product range desired.For an organization to stay competitive, it needs to be able to respond to these changes with flexibility. â⬠¢Can the organization react to demand changes and increase or decrease the volume of output in response? â⬠¢Is a wide range of products or services on offer? Can the organization bring new product/service designs to market quickly so it is in a position to meet changing customer needs? Providing flexibility in delivery options, both the manner and the timing give an op portunity for differentiation. In case of Indian Postal Service, they are high on flexibility parameter.The range of products / services for Indian Post suits to people from all economic level, almost all customers can avail all the services of India Post in all location. India Post postal services are under two heads, Mail services and Premium Services. Mail Services LetterThe communication is enclosed in an envelope and addressed Inland letter cardCommunication is contained on a sheet of paper with prescribed size & folding, for transmission within India only. Post cardOpen communication on a card of prescribed size. Available in two varieties: Single & reply post card. Post cards are for transmission within India only.Printed Post cardPost cards containing communication recorded by printing, cyclostyling or by any other mechanical process are classified as ââ¬ËPrinted Post Cards'. Printed matter includes printed pictures also. Blind literature packetPapers of any kind, periodi cals and books impressed in ââ¬Å"Brailleâ⬠or other special type for the use of blind are allowed to be transmitted by post as Blind literature packets. ParcelAnything can be sent in a parcel excepting articles whose transmission is prohibited. RegistrationThe postal article that is registered is given identification and is recorded at every stage of handling.Letters, letter cards, Book and Pattern Packets, Parcels, News papers prepaid with postage may be registered for transmission at any post office. The registered postal article is delivered specifically to the addressee. VPL/VPPThe Value Payable Letter or Value Payable Parcel is paid for at the time of receipt. Premium Services Speed PostSpeed Post is market leader in domestic express industry, for providing time-bound and express delivery of letters ââ¬â¢ documents and parcels across the nation and around the world Express ParcelExpress Parcel Post is an ideal service for sending the parcels up to 35 kg within India.I t is fast and reliable, provides door-to-door convenience and pick-up from customerââ¬â¢s premises service. Business PBusiness Post is a one-stop shop service to manage entire mail-out process. It provides cost-effective and professional mailing services, including printing, collating, inserting, sealing, and addressing to meet specific business needs. Media PostMedia Post is an innovative and effective vehicle for Brand and Marketing Managers to communicate their corporate message across the nation.Greeting PostGreeting Post is an innovative product of India Post comprises of a card with envelop with pre-printed postage stamp upon the envelope. It used to express yourself perfectly on every occasion, festival or event. Logistics PostLogistics Post caters to any demand for moving goods, parcels and consignments in terms of delivery deadline and quality of service. It offers the possibility of monitoring the delivery progress at all times. Comparison with the other players in Post al / Courier service India PostDTDC CourierBluedart CourierNo fixed delivery time guaranteeService include next business day delivery guaranteeService include next business day delivery guarantee Media post offer advertisement opportunity to marketing managerDedicated for courier and parcel delivery, no specific service like advertising Dedicated for courier and parcel delivery, no specific service like advertising Wide reach within India, specifically high penetration in rural IndiaWide reach but rural penetration is not as deep as India PostWide reach but rural penetration is not as deep as India Post Offers registered post service, where consignment is handed over to only specific addressee General service, and couriers can be received by any individual within corporation / homeGeneral service, and couriers can be received by any individual within corporation / home Consignment tracking is limited to premium products deliveryConsignment tracking facility is available for all kind s of deliveriesConsignment tracking facility is available for all kinds of deliveries Prices band is high and weight range starts from as minimum as 25gms for deliveryPrice band is narrow and weight range starts usually from 500gmsPrice band is narrow and weight range starts usually from 500gms Single delivery timing, no customized service as customer requires, although service for guaranteed timely delivery availableConsignment delivery can be defined by customers with a minimum duration of Next business day 1030AM within same time zone Consignment delivery can be defined by customers with a minimum duration of Next business day 1030AM within same time zone No special facility for weekends like Saturday or SundaySpecial pick up facility for Saturday and delivery on SundayNo specific delivery facility for weekends Proof of delivery is claimable on paid basisProof of delivery is visible online for freeProof of delivery is visible online for free Greeting card delivery, special printe d card delivery service No special greeting card delivery service at presentNo special greeting card delivery service at present Freight on delivery service available business Freight on delivery service available business Freight on delivery service available business International deliveries service available with maximum eight of 100kgInternational deliveries service available with maximum weight of 10000kgInternational deliveries service available with maximum weight of 100kg No packing, box packaging service, pick up service available on paid basisProvide packing, loading, box packaging service, free pick up serviceProvide packing box, box packaging services, free pick up service Cost is the last objective to be discussed but clearly not the least. For organizations that have adopted a low cost strategy it is the most important objective. The lower the cost of producing the goods the lower price that can be offered to customers, which in turn will boost sales and profits. Even organizations that seek to gain their competitive advantage through differentiation are keen to lower their cost basis because that will lead to improvements in profit levels. To be able to deliver a cost advantage an organization has to analyze where operation costs are incurred.When considering a service industry, like hospitals, the biggest cost element will be staff costs, then facility and technology costs followed by bought-in materials and services. Many costs in a hospital operation are fixed and will not vary according to the number of patients treated. That is to say those facilities like beds, operating theatres or laboratories are as expensive as are the highly specialized staff. These are all needed to be available if not all of the time, then most of it. That obviously has cost implications. Generally, the level of costs depends on the volume and variety of output and how variable is demand. Variety of outputs leads to greater levels of complexity and therefore increas ed costs. Cost is dependent on the other performance objectives.Improvements in each of the other four will lead to cost reductions. The relative priority of the performance objectives is determined by the demands of customers and the actions of competitors. Making these decisions on priorities links back to the statement in the strategy of what business the organization is in and who are its customers. Selling to customers who insist on error-free products requires the organization to concentrate on its quality performance. Consumer segments that are looking for low-priced products or services will lead the organization to emphasize its cost performance. In case of India Post, reaching to the mass is part of their mission.They operate at locations where, revenues do not even cover 15% of expenses. They have more than 89% of their offices in rural areas, where the cost of operation is usually higher than revenues. Even the post office in urban areas, the target given is to earn a pr ofit of 5% beyond their operating cost. India Post caters primarily in rural areas and therefore its emphasis on offering very low / economical prices to customer irrespective of their operating cost. Private postal service agencies have their motive of earning profit from business, therefore they highly emphasize on providing value service to their customers. They focus on limited services designed to fulfill general need of customers.Their service portfolio is transforming from delight services to order winning services. They emphasize on excelling in providing order winner services and compete in limited range of services. Pricing offered by India Post: India post premier service of simple post card is in no comparison with any other service agency. It is most cost effective way of mail hitherto in India. Apart from post cards, letters, India Post offers standard fixed rates for all customers depending on distance (irrespective of place of origin or destination). Speed Post: Weig htLocal (within municipal limits)Upto 200 Kms201 to 1000 Kms1001 to 2000 KmsAbove 2000 Kms Up to 50 gramsINR 15INR 35INR 35INR 35INR 35 1 grams to 200 gramsINR 25INR 35INR 40INR 60INR 70 201 grams to 500 gramsINR 30INR 50INR 60INR 80INR 90 Additional 0. 5 kg or part thereofINR 10INR 15INR 30INR 40INR 50 Express Parcel Post: WeightLocal (within municipaI limits)Upto 500 Kms. 501 to 1000 Kms. 1001 to 2000 Kms. Above 2000 Kms. Up to 2kg3550607090 Additional 1kg or part thereof58122535 India Post does not offer the air-mail service for domestic deliveries, whereas private players like Bluedart, DTDC, and Firstflight etc have the air mail service that offers next day delivery guarantee. Therefore, the prices of services offered by different agencies can be compared on the surface mode. Cost of parcel up to 500gms 500gmsIndia PostBluedartDTDC ithin city30200 Ambala50200 Amritsar60200 Mumbai80200 Calicut90210 Cost of parcel up to 10kg 10kgIndia PostBluedartDTDC within city75250 Ludhiana114 250 Ahmadabad156290 Mumbai270290 Calicut370290 India post is more cost effective and economical than other private players. It is high on providing cost effective services to its customer than its competitors. Due to its pan India reach, and easy access in rural areas, other private players cannot compete in cost factor. Quality, whether you are running a hospital or a retail superstore, is about doing things right so that error-free goods and services are delivered that are fit for their purpose.Quality encompasses both the quality of the design of the product in terms of aesthetics, reliability and performance and the quality of the process that delivers the product or service. Quality of delivery process has direct impact on costs and dependability. Quality is a major source of customer satisfaction or dissatisfaction. Poor quality products or poor quality of service are likely to put the customer off returning, leading to future lost sales. For service sector like postal / couri er service, the primary quality factors can be following: â⬠¢Ease of accessibility ââ¬â availability, easy reach â⬠¢Customer focus ââ¬â language, service, waiting time Reliability of service design ââ¬â useful for customer, trust on the service â⬠¢Conformance to specifications ââ¬â delivery on time as committed, rates as specified, influence to change or modify requisite service â⬠¢High delivery performance ââ¬â delivery at the right place, right time, right person Speed Speed is all about how long customers wait before receiving their service. Addressing the speed objective requires the organization to pay attention to the cycle time involved in their new product development. An organization also has to pay attention to its scheduling and capacity planning as well as inventory management to be able to deliver on the speed objective. Reducing inventory will also impact on obtaining a cost advantage. Speed is an important factor considering that a lot of parcels are required to reach on time and are often related to business.As such, almost all the courier services have a special service catering to this constraint. In case of India Post, .No. Services/TransactionSuccess IndicatorsService StandardsUnit AService Standards of various services for Departmental Post Offices 1MailsTime from posting / booking to deliveryâ⬠¢ Excludes day of posting, holidays and Sundays. â⬠¢ Maximum time. â⬠¢ Articles posted before cut off time. Unit in Days /Minutes etc. 1. 2Delivery of First class mail i. e. , letters, postcards, Inland letter cards, etc. Local* and between Metro Cities** * Local ââ¬â within Municipal City limits ** Metro- Delhi, Mumbai, Kolkata, Chennai, Hyderabad and Bengaluru. 2Days Rest of India4-6 1. 3Delivery of : â⬠¢ Registered / Insured articles Express Parcel Post â⬠¢ Second Class Mails i. e. Parcels, Book Packets, Registered Newspapers, etc. Local* and between Metro Cities** * Local ââ¬â withi n Municipal City limits ** Metro- Delhi, Mumbai, Kolkata, Chennai, Hyderabad and Bengaluru. 3Days Rest of India5-7 1. 4Delivery of Speed Post articlesLocal* and between Metro Cities** * Local ââ¬â within Municipal City limits ** Metro- Delhi, Mumbai, Kolkata, Chennai, Hyderabad and Bengaluru. 2Days Rest of India4-6 1. 5International EMS articlesâ⬠¢ All International Mail articles are subject to customs examination. â⬠¢ Period for customs examination/detention is not included in the service standards. 4-10DaysDTDC on the other hand provides a lot of services catering to this need which is case specific: DTDC Domestic2-7 daysNormal deliveries (city specific) Value added service (Speed)Days to deliverSpecifications DTDC PlusAssured Next business day deliveryâ⬠¢To metros and major cities in India Prime Time Plus (PTP) PTP 10. 30 and PTP 12. 00 within the next possible business dayâ⬠¢Time-critical Business to Business (B2B) and Business to Customer (B2C) Segments. â⠬ ¢From select origins to select pin codes at Metro locations. DTDC Blueassured second business day deliveryâ⬠¢To places far and wide across the country In addition to it, DTDC provides money bank guarantee in case a delivery is not made on time on its Value added services. Blue dart Dart Surfaceline2-7 daysDistance specific Premium ServicesDart Apex1-2 daysFor commercial shipments Domestic PriorityNext dayFor time-critical parcels DP 10. 30 and DP 12. 00Time specific, within a day Blue dart, like DTDC provides money back guarantee in case a delivery is not made on time on its premium services. As such, Speed of India post is comparable to most of its competitors as far as value based services are concerned. Though, at few places delivery is guaranteed the very next day and before a specific time, which is not provided by India post. Some services like Air to Air which ask customers to collect the post from the Airport for a faster delivery is provided by some of its competitor s.Also, unlike DTDC and Blue Dart do not provide money back guarantee on a delay though they provide money back guarantee if a parcel is lost or damaged. This feature allows other players to create a better perception among consumers with respect to speed. Dependability Dependability is, of course, about consistency. An organizationââ¬â¢s processes have to be geared up to consistently meeting a promised delivery time for a product or service. Customers are unlikely to be satisfied by an increase in delivery speed if it is not matched by consistent performance. This will require that an organization has systems in place to identify problems early and be flexible enough in its planning to be able to move to a plan B as necessary. The dependability of India post is an issue.Though its registered post is known for dependability in terms of security and handling, but the consistency in speed is still a concern in terms of dependability. The targeted dependability of 95% deliveries on time is far from the reality. Though a lot of premium services are delivered on time, but the general posts are often delayed or sometimes are even lost. When talked to an employee working in India Post, Dependability came out as one of the major reasons why people prefer high priced courier services provided by competitors over India Post. Structural Decisions An effective operations organization is one that meets the need of strategic business units competitive strategy.Therefore, once the type of differentiation has been specified , management must ensure that its operations organization is configured and managed in such a way that there is no one best way for dealing with any business problem ââ¬â whether one is making, delivering, or selling a service, designing a management information / quality system, or measuring performance. In every situation, one must make choices that reflect oneââ¬â¢s context, goals, resources and personnel. Translating the business strategy int o appropriate tangibles and intangibles involves different structural and infrastructural decisions and tradeoffs. The structural and infrastructural decisions in service industry are derived from manufacturing operations. Structural decisions address all the issues that are relevant to Capacity, Facilities, Process Technology and Sourcing (vertical integration). CapacityCapacity management is defined as ââ¬Å"ensuring a service has the capability to meet the demand experiences, like wise capacity management is a response to demandâ⬠. Service delivery process depends on three basic factors to achieve the expected output: 1. Service load that illustrates the variety of service being offered, the variation of demand and the management of demand 2. Capacity task that illustrates forecasting methods, scheduling, bottleneck management, prioritizing and altering capacity that are used to manage capacity task successfully 3. Capacity leakage, in other words the degree that there are quality failures, scheduling losses, labor lateness, labor underperformance and changeovers FacilitiesFacility network is the configuration of an operating network in allocating various service centers and contact points. In Mail Service industry, facility is the reach of agency to the customers at different location and various services that can be offered in that service center keeping in mind the objectives and goals of company. India Post has one of the objectives as ââ¬Å"To provide basic postal facilities, i. e. , collection and delivery of mails, within easy reach (1. 5 kms) of all people and businesses. This is to be achieved through opening of more post offices, relocation of existing post offices, giving out franchisees to individuals, shops, institutions, self-help groups, etc. In order to achieve this objective, they constantly thrive to open new service centers at desirable places and shutoff from redundant locations. Apart from post offices, there are approximately 5. 7 lacs letterboxes, processed by network of Mail Offices and conveyed by rail, road, and airlines all over the country to reach the customers. Postal operations at the post office counter encompass the entire gamut of basic postal service that include sale of stamps, booking of registered articles, insured articles, value payable articles, booking of parcels and other banking transaction. Below data shows the penetration of India Post in rural and urban segment. Year2011201020092008Urban13904089. 78%13918289. 81%13914489. 76%12548980. 94% Rural1582610. 22%1579710. 19%1587110. 24%2954619. 06% Total154866100. 00%154979100. 00%155015100. 00%155035100. 00% State wise presence of post offices in India: Andaman102Dadar and Nagar Haveli39J&K1656 Andhra Pradesh16152Daman & Diu20Jharkhand3092 Arunachal Pradesh295Delhi531Karnataka9761 Assam4023Goa263Kerala5054 Bihar9015Gujarat8934Lakhasdweep10 Chandigarh51Haryana2662MP8031 Chattisgarh3119Himachal Pradesh2778Maharashtra12490 Manipur697Rajasth an10338 Meghalaya475Sikkim209 Mizoram409Tamilnadu11897 Nagaland328Tripura710 Orissa8192U. P. 17584 Pondicherry91Uttarakhand2719 Punjab3842W. B. 8700Each facility center in the network is independent in itself, thereby satisfying the condition of Horizontal Networks, but each central / metro / common facility center is dependent on the traffic / mail at other service centers also, thereby working as Mixed Network Structures. India post has about 387 mail offices to process the mails through its network and conveyed by rail, road, and airlines all over the country. Facility decision in mail service sector includes the office layout, customer support, guidance, and customer interface with employees, basic facilities for employees and services available. India Post is oldest mail service in India and some of the offices of India Post are very old.The ambience, infrastructure, facilities is not comparable to private agency offices, which are equipped with modern infrastructure and facili ties. ââ¬Å"Project Arrowâ⬠is a step toward modernization of post offices. It focuses on creating conducive and friendly work environment for staff and customers, information technology enabled services and improving the quality of core business services, primarily focusing in rural areas. It has been implemented in more than 15000 post offices and more post offices are in process of implementation. In comparison to private service providers, India Post has maximum reach, are available at the last mile. Private agencies are working for profit maximization therefore they operate in limited space, and their presence is imited to metro cities and some critical business locations. Due to limited offices and service centers, they have made their offices IT enabled and customer friendly. Process Technology The meaning of the process technology lies behind the meaning of focus. Well-managed service organizations are characterized by a high degree of focus. Better focusing such as th e utilization of classification schemes, refers to â⬠¢to delivery systems that allow customers to have high contact with the system â⬠¢easy segregation / sorting of mails â⬠¢ease of tracking â⬠¢improving the quality of delivery â⬠¢connection of various location with centralized database â⬠¢management information system and database maintenanceAutomation and information technology leads to cost savings, consistent and reliable services, it helps to increases the availability of a service operations and the speed of service delivery process that helps in marketing and customer benefits. In mail service, the level of automation depends on amount of load, types of services, quantity of parcels, cost, and risk appetite of the company. For India Post, the scope of Automation and upgradation in process technology can be defined in many areas: â⬠¢Computerized booking of mails and parcels â⬠¢Segregation / sorting of mail according to destination through bar co de scanner â⬠¢RFID technology to track the consignment location in real time â⬠¢Hand held devices to confirm the delivery status on real time basis â⬠¢Centralized data management Automatic loading of mails in the Transporting Mode â⬠¢Automatic packing of goods and mail to utilize as full load (except in case of lower quantity) â⬠¢Connectivity of all facility centers to check the system information in real time â⬠¢Advance booking and pick up parcel â⬠¢Centralized database to better control the address database of customers India Post is lagging in automation of its process. It has implemented barcode technology in most of its services, but it is not fully supported by its aging staff. Most of the post offices in the rural areas are manually functioning. Many post offices, Mail offices, Administrative offices are not yet computerized.Automatic letter sorting machine is under installation in four metropolitan cities of India, which can increase the sorting s peed to approx. 35000 per hour. In addition, Mixed Mail sorting machine are also under process of implementation to sort large size letters, parcels/packets to the speed of about 16000 per hour. These machines will help to automate the process with better speed, quality and efficiency. As compared to private mail service providers, most of the offices are fully computerized, with full system integration with centralized server. Their offices are connected with real time information system and the core business functions are controlled through IT. Sourcing and Vertical IntegrationSourcing is an important structural aspect of an operations organizations encompasses decision regarding how much of the total work required to create and deliver its services will be done internally and how much can be outsourced from outside organizations. In service industry, outsourcing can reduce the cost of operation. Strategic control in the operation decides the level of outsourcing in mail service. India Post is operating under huge geographical exposure. As a part of its public service, it has to reach to the last consumer in the map. Establishing self-employed service centers at all operating location is costly proposition, therefore to maintain the presence and cost effectiveness it has to outsource some of its activities in the extreme areas of operation. Apart from its front office activities, India Post has scope for outsourcing at almost every stage of operation. Post office maintenance at certain location as per India Post terms and Condition â⬠¢Transportation of dak / mail by road, rail and air through third party agency rather than self procuring the trucks and loaders â⬠¢Deploying a local team for post office maintenance at distant location, but centralized control through district head or regional head post office â⬠¢Dealership and franchise network apart from regular staff â⬠¢Liaison with government organizations and PSUââ¬â¢s to deliver all the mails of govt. institutions through India Post Front office counter franchise India post has a franchise scheme that offers various products and services in urban and upcoming urban areas.Basic features of the Urban franchise model: â⬠¢It provides only counter services, delivery and transmission lies with India post. â⬠¢Provision of services under franchise across the counter for a minimum defined time schedule with flexibility to work round the clock Products and services offered â⬠¢Sale of Stamps and stationery â⬠¢Booking registered articles, speed post articles, money orders, e-post etc. â⬠¢Functioning as an agent for PLI and provide related after sales service, including collection of premia (subject to fulfillment of criteria for PLI agents). â⬠¢Marketing products for which the Department has a corporate agency or tie-up and provide related follow up services (subject to agreement with the other organizations involved). Providing retail and bill/tax/fin e collection/payment services of the Department (Subject to agreement with the other organizations involved) â⬠¢Facilitating the provision of e-governance and citizen-centric services (subject to agreement with the other organizations involved) â⬠¢Any other service introduced by the Department in future through its outlets which is considered amenable to the franchisee model. (subject to agreement with the other organizations involved) Transportation Service The transportation of mail is through various modes 1. By hand 2. Surface line, road transport 3. Surface line, rail transport 4. Air line, Plane transport India Post has manages mail transportation with their own facilities as well as third party service providers. India post has huge employee base to deliver the post by hand to the recipients, but for the transportation on surface and air, it has its own vehicles and also arrangements with third party logistics vendors.Air transport ââ¬â international deliveries, I ndia Post has tie-up with premier DHL logistics Mail Motor Services (MMS) ââ¬â For transmission of mail between mail offices and post offices between cities, India Post has its own fleet of 1282 vehicles, full-fledged maintenance workshop facilities Rail transport ââ¬â for long distance transmission of mails, India Post has tie-up with Indian Railways Scope for Sourcing 1. Road transportation ââ¬â India post can outsource the transmission of mails between cities and reduce the load of maintenance and fixed fleet expenses, third party service dedicated to India Post can help in focusing on timely delivery and maintenance of quality service. It offload the risk of transportation, maintenance expenses, buying-selling of vehicles etc 2. Franchise for rural areas ââ¬â India Post franchise scheme is primarily for Urban Areas where the post office is justified but cannot be opened.For India Post, the focus of expanding the reach should be associated with cost factor. As in urban areas, the cost of opening a post office would be high. Similarly, operating cost in the far distant rural areas will also be high. In order to minimize the cost of operation, India Post can outsource some of its urban offices, and similarly rural office, where the cost of operation for local would be lesser than setting up self-employed service centers. 3. Long-term contracts with Customers ââ¬â India Post can leverage on its wide presence, and govt. institution tag for getting long-term contracts with other govt. institutions and PSUs for delivery of all mails through India Post.This will ensure dedicated source of Income for India Post, and beyond that, it will be a great financial assistance to serve the rural areas. Infrastructural Decisions A companyââ¬â¢s operations infrastructure is composed of its policies and systems governing a number of activities, from capital budgeting and equipment selection to organizational structure. Each of these systems often has rep ercussions and implications for other infrastructural and structural elements. Resource allocation and capital budgeting systems Human Resource systems India Post has workforce, which is old aged, there has been no fresh recruitment in India Post from many years for junior and senior level management positions.In the present system, where consumer are growing at fast pace, and the technology and information system is growing in the industry, there is need of well-informed and responsive workforce that can understand the existing IT and customers need. Due to aging workforce, computer literacy among the employees is not at par and training and development of employees has taken a back step in the policies of India Post. Although, India Post organizes many training program for its middle / senior level management employees but due to aging factor, the life expectancy in the organization as well the contribution in the organization is limited. Work Planning and Control systems Quality systemsThe quality system has been focused upon by India post since 2005-06. With the prioritization of computerization in 2006-07 for the development of India post, the Government has laid focus on improving service levels and to enable electronic networking of about 1, 30,000 rural Post Offices. Recently, A Plan costing Rs. 1877. 2 Crores has been formulated to computerize the Post Offices in Rural areas to further improvise on this front. Project Arrow was launched in April 2008. The project envisages up gradation of Post Offices in urban and rural areas both in terms of upgrading and enhancing the quality of service in ââ¬Å"core areasâ⬠and improving their ââ¬Å"look and feelâ⬠.The project aims at creating a conducive and friendly work environment both for the staff and the customers visiting the Post Offices, providing all IT enabled services through secure connectivity, improving the service quality levels in the core business areas e. g. Mail delivery, Remittance s both electronic and manual and Postal Savings schemes. The ââ¬Å"Look and Feelâ⬠activity focuses on improvement in Branding, Information Technology, Human Resource and Infrastructure. Based on the audit report of Project Arrow conducted over 50 post offices of 10 states: 1. In terms of Performance on Mail Delivery, Registered letter performances were 99 %, where as the figures for Ordinary mail varied between 94 to 100%. For Speed post it ranged between 98 to 99 %. 2.In terms of time taken for delivery of letters, post offices scored between 90 to 92% during the 3 rounds of Audit though a higher score was expected. Till June 2012, the Project has been implemented in respect of monitoring of core areas in more than 15,500 Post Offices and ââ¬Å"Look and Feelâ⬠has been improved in 1,530 Post Offices. The Government has recently started a new Automated Mail Processing Centre (AMPC) in Delhi on August 20, 2012 to improve mail quality with next-generation sorting centres and to modernize the mail processing operations at India Post. The new letter sorting machine can sort 35,000 letters per hour, while the mixed mail sorter can process 20,000 letters, packets and small parcels an hour.The automated sorting systems should ââ¬Å"considerablyâ⬠improve sorting errors and improve the quality of mail services, the government said, with the new mixed mail sorter scanning tracking barcodes automatically as items are being sorted. Processing efficiency should also improve because mail can be sorted in a single run, while manual sorting had required a second stage of sorting. As per an interview given by Siemens, the developer of AMPC, to the media; ââ¬Å"The automation route will ââ¬Å"significantlyâ⬠reduce processing time and save ââ¬Å"considerableâ⬠cost for the Indian postal department. Handwriting or language is no longer a barrier as the special IVR by Siemens can read various scripts e. g. Greek, Cyrilic, Arabic, Chinese, English, Hindi.For the postal centers at Delhi and Kolkata, this machine will be able to read English and Hindi and as a result will enable Department of Post to provide better and more efficient services with hig h level of productivityâ⬠. From quality aspects as such, the ministry is taking measures like the introduction of AMPC and Project Arrow to improvise the quality. Still, a lot of rural villages are not computerized and timely delivery of mails has been a major issue. Also, the technologies like AMPC need to reach out to more major cities for further reducing the cost and improve service levels. The Government provides money bank guarantee of Rs 500 on damage or loss of any parcel but no specifications regarding this are provided.As such, a lot of people prefer other courier services to send valuable or important mails/parcels. Measurement and reward systems One of the major problems with India post is the undefined promotion structure. The employees are bound for a fixed pay and no variable pay/ Incentives are provided. The promotion is based on experience rather than utility/ quality and irrespective of poor showing at work, job security is provided which makes the system lazy. Frequent transfer of employees and low growth potential for an individual are few other concerns which needs to be addressed upon along with a continuous feedback system of employees. Product and process development systemsIndia Post although the oldest and most significant player in mail service but with time the competitors has taken a lead and the social obligation of India Post has put them in back step in process development, improvement and fast implementation. The project team for process improvisation works on the guidelines given by the members after approval for the Ministry of Telecommunications and IT, larger projects has to get the approval from the ministry before commencement. Organization structure The organization structure of India Post is a complex organizati on structure (Exhibit 1). It has many vertical layers and simultaneously horizontal divisions. India Post is a government body, therefore the bureaucratic organization structure is inevitable, it has members deputed by Govt. of India as well as personnel that are recruited by India Post itself.Due to various business dimensions (postal mail service, PF fund, MNREGA fund, Bank, Finance, Forex etc) of India Post, each business vertical is treated as separate business unit and therefore makes the structure more complex. The organization structure is a centralized, and bureaucratic, power to take decision lies with the senior management and staff is primarily to do the regular business / operational activities. Operations Strategy for India Post Considering, the fact that India post is the Govt. institutional body and their prime focus is to serve the mass market by offering its services at lowest possible rates with high quality and good speed.In addition, India Post desires to be self -sustaining organization, it involves trade-offs between operation strategy matrix parameters (Price, Quality, Dependability, Flexibility and Speed). They can make their product primarily in two segments: 1. Business Mails2. General Mails General Mails ââ¬â it is for mass market focusing on public, for cost sensitive customers (primarily poor people), delivery of mails to any location with a specified time delivery. Business Mails ââ¬â it is specialized service, other than just sending mails (other than General Mails), the prices should be competitive with other private players, delivery time specified, service customization as required by the customers. E. g. speed post, registered post, logistics, parcels and box parcel etc. Exhibit 1 : Organization Structure, India Post
Thursday, January 9, 2020
Analysis Of Poes The Cask Of Amontillado - 741 Words
Poeââ¬â¢s 1846 work, ââ¬Å"The Cask of Amontillado,â⬠details the manipulative and vengeful actions of the narrator, Montresor, including luring his victim, Fortunato, into his family catacombs with alcohol in order to bury him alive. Poe reflects his foster father as the murderer of the story, and shows the sardonicism of his life through dramatic and verbal irony. When Poe was in school, his foster mother died. She instructed her husband to wait until Poe returned home before her burial, but John Allan disregarded this and buried her before Poe returned. Although the real-life event is not as literal as Poe describes in his work, both his foster mother and Fortunato are prematurely buried. The exaggeration of his foster motherââ¬â¢s death is shownâ⬠¦show more contentâ⬠¦However, Montresor never states what Fortunato did to offend him, alerting the reader to question if Montresor is simply imagining the thought himself, showing the signs of a mentally unstable per son. Here, Montresor represents Poeââ¬â¢s foster father, as both commit a sin out of vengeance ââ¬â Montresor murders Fortunato, and Allan disobeys the wishes of his late wife. By portraying his foster father as the murderer, Poe portrays him as evil and mentally unstable. In a way, this can also be seen as Poeââ¬â¢s revenge against his father. Additionally, Fortunato trusts the narrator (motivated by the promise of alcohol) even though there are foreboding presages of his coming misfortune. On the contrary, Poe did not trust his foster fatherââ¬â¢s judgement, leading to conflict between the two. At the end of Poeââ¬â¢s work, Fortunato begins to express his panic, when the alcohol wears off and he realizes his demise, as heard by Montresor: ââ¬Å"I heard the furious vibrations of the chain [â⬠¦] a succession of loud and shrill screams, bursting suddenly from the throat of the chained form, seemed to thrust me violently backâ⬠(Poe ââ¬Å"The Cask of Amontil ladoâ⬠). Despite hearing the tormented cries of his victim, Montresor continues his actions determinedly, and justifies his sickened heart with the ââ¬Å"dampness of the catacombsâ⬠(Poe ââ¬Å"The Cask of Amontilladoâ⬠). The narratorââ¬â¢s lack of sympathy relates to Allanââ¬â¢s disownment of his son. Allan neverShow MoreRelated Poes The Cask of Amontillado: A Psychological Analysis of Characters1226 Words à |à 5 PagesPoes The Cask of Amontillado: A Psychological Analysis of Characters Widely regarded as E. A. Poes finest story, The Cask of Amontillado depicts a deed so horrific that for many it defines evil. Edmund Clarence Stedman said of Poes writings: He strove by a kind of divination to put his hand upon the links of mind and matter, and reach the hiding-places of the soul. Even though 20th century theories of psychology would not be formulated until many years after Poes death, he neverthelessRead MoreAnalysis Of Edgar Allan Poes The Cask Of Amontillado772 Words à |à 4 Pagesor feeling. His use of dialogue can be found in ââ¬Å"The Cask of Amontilladoâ⬠when he writes; Nitre? he asked, at length.Nitre, I replied. How long have you had that cough? (Poe 43-44).This use of dialogue shows that Poe uses it to add detail about how the Montresor was trying to convince Nitre that he was sick. By convincing him of this through dialogue, Poe adds plot on how he will get Nitre to come with him. Also in ââ¬Å"The Cask of Amontilladoâ⬠, Poe writes ââ¬Å"T hese vaults, he said, are extensiveRead MoreAnalysis Of Edgar Allen Poes The Cask Of Amontillado968 Words à |à 4 Pagesdownfall. In Edgar Allen Poeââ¬â¢s ââ¬Å"the Cask of Amontillado,â⬠Fortunatoââ¬â¢s pride and his self-proclaimed ââ¬Å"connoisseurship of wine,â⬠ultimately leads him to his death (Poe 1). The imagery used by Poe truly shows the contrast and the outward struggle between Montresor, the narrator, and Fortunato, the victim. The dark setting of the play foreshadows the dark fate that awaits Fortunato. The jester outfit that the victim dons contrasts the darkness around him. In ââ¬ËThe Cask of Amontillado,â⬠Poe uses vivid imageryRead MoreEdgar Allan Poe s The Cask Of Amontillado1232 Words à |à 5 PagesPoeââ¬â¢s Irony To develop the analytical paper about the text ââ¬Å"The Cask of Amontilladoâ⬠by Edgar Allan Poe, some sources will be used to support the thesis statement, which is ââ¬Å"The author uses irony in the text to illustrate the murder of Fortunado by Montresor, who seeks salvation through deathâ⬠. Also, there is going to be an analysis on the irony found in the text in relation with the story. To support this thesis, I am going to use some examples from some sources such as ââ¬Å"Literary analysis: IronyRead MoreThe Cask Of Amontillado By Edgar Allan Poe1575 Words à |à 7 Pages ââ¬Å"The Cask of Amontillado.â⬠Montresor plots and kills an unwary friend/foe during carnival time for motives that are unclear. The author of this tale, Edgar Allan Poe, influenced by his somewhat tragic life and one of the most influential Gothic writers, uses symbolism and irony to show the multitude of complicated motives of the narrator in his famous horror story. Upon examining Edgar Allan Poeââ¬â¢s life, one is not surprised that he chooses to write such gloomy and sinister stories. Poeââ¬â¢s life isRead MoreThe Cask of Amontialldo1026 Words à |à 5 PagesNever Have Too Much Pride The insult had been done, and Montresor was out for revenge on Fortunato. Not a soul but Montresor knew what the insult may have been, but this is what makes the short story ââ¬Å"The Cask of Amontilladoâ⬠by Edgar Allan Poe. The story is about a man, Montresor, who receives a wine that Fortunato, the wine expert, is looking for. During a carnival, Montresor persuades Fortunato to take him to his personal wine cellars, located in the catacombs. Fortunato became impaired, MontresorRead MoreRole of Realism in Edagar Allan Poeà ´s The Tell Tale Heart and The Cask of Amortillado1014 Words à |à 5 Pagesââ¬Å"The Cask of Amontilladoâ⬠written by Edgar Allan Poe are dark short stories relevant to murder, revenge, and mystery. Poe writes both stories in a Gothic style in order to deal with ideas of realism. One may ask were the murders and punishments justifiable in either short story? One may also ask did Poe accurately depict realism in each story? Realism, defined as a t echnique in literature that accurately represents everyday life, is questioned in Poeââ¬â¢s works: ââ¬Å"The Tell Tale Heartâ⬠and ââ¬Å"The Cask ofRead MoreFor the Love of God, Poe! Essay1359 Words à |à 6 PagesIt is not at all surprising that so many of Edgar Allan Poeââ¬â¢s works explore such themes as death, eyes, the power of the dead over the power of the living, retribution, the human conscience, and especially death and murder. From his disturbingly morbid short story ââ¬Å"The Telltale Heartâ⬠to the mysteriously supernatural poem ââ¬Å"The Ravenâ⬠, Poeââ¬â¢s tales are a direct byproduct of the mayhem experienced in his life, as well as his (arguably) psychologically-tormented mind. Though all of this authorââ¬â¢s piecesRead MoreCritical Interpretations of The Cask of Amontillado Essay1314 Words à |à 6 Pagesquot;The Cask of Amontilladoquot;: Critical Interpretations Among Poes most intriguing tales is quot;The Cask of Amontillado,quot; first published in Godeys Ladys Book in November of 1847. A surface reading of that story reveals only a simple description by Montresor (the narrator) of how he kills another man who was called, ironically, Fortunato. Montresor exploits Fortunatos vanity concerning the connoiseurship of wine; specifically, Montresor pretends to want a wine cask of Amontillado verifiedRead MoreLiterary Analysis Of The Cask Of Amontillado 1493 Words à |à 6 PagesBrooke Womack Literary Analysis Paper Into to Literature: American I Dr. Julia Pond 12 October 2017 The Cask of Amontillado The Cask of Amontillado is a tale of terror written by Edgar Allen Poe. This short story is from the point of view from Montresorââ¬â¢s memory. The setting of this story is in a small unnamed European city, at a local carnival and then at the catacombs under Montresorââ¬â¢s home, around duck. The brief synopsis of this story is about the revenge that the Montresor, the antagonist
Wednesday, January 1, 2020
Optimization Technique For Feature Selection And...
Optimization Technique for Feature Selection and Classification Using Support Vector Machine Abstractââ¬â Classification problems often have a large number of features in the data sets, but only some of them are useful for classification. Data Mining Performance gets reduced by Irrelevant and redundant features. Feature selection aims to choose a small number of relevant features to achieve similar or even better classification performance than using all features. It has two main objectives are maximizing the classification performance and minimizing the number of features. Moreover, the existing feature selection algorithms treat the task as a single objective problem. Selecting attribute is done by the combination of attribute evaluator and search method using WEKA Machine Learning Tool. We compare SVM classification algorithm to automatically classify the data using selected features with different standard dataset. Index Termsââ¬â Data Mining, Kernel methods, Support Vector Machine, WEKA, Classification. . ââ¬âââ¬âââ¬âââ¬âââ¬âââ¬âââ¬âââ¬âââ¬âââ¬â ï µ ââ¬âââ¬âââ¬âââ¬âââ¬âââ¬âââ¬âââ¬âââ¬âââ¬â 1 INTRODUCTION S upport Vector Machine (SVM) was first described in 1992, introduced by Boser, Guyon, and Vapnik. Support vector machines (SVMs) are a set of related supervised learning methods used for classification and regression [1]. They belong to a family of linear classifiers. In other words, Support Vector Machine (SVM) is a tool of classification andShow MoreRelatedDetection Ratio Of Cyber Attack Detection2009 Words à |à 9 Pagesthe Detection Ratio of Cyber Attack Using Feature Reduction Based on Support Vector Machine and Glowworm Optimization Abstractââ¬â The swarm intelligence plays vital role in feature reduction process in cyber-attack detection. The family of swarm intelligence gives bucket of algorithm for the processing of feature reduction such as ant colony optimization, particle swarm optimization and many more. In family of swarm new algorithm is called glowworm optimization algorithm based on the concept of luciferinRead MoreA Research Study On Machine Learning Community, The Decision Tree Algorithms, Quinlan s Id3 And Its Successor Essay1462 Words à |à 6 Pages J. Ross Quinlan. In machine learning community, the decision tree algorithms, Quinlanââ¬â¢s ID3 and its successor C4.5: Programs for machine learning are probably the most popular. The various issues related to decision tree are discussed from the initial state of building a tree to methods of pruning, converting trees into rules and handling other problems such as missing attribute values. Apart from that, Quinlan discusses limitatio ns of programs for machine learning, such as its bias inRead MoreImplementation Of The Machine Learning Classifier For Anomaly Detection1486 Words à |à 6 Pages\chapter{Implementation} Implementation of the machine learning classifier for anomaly detection involves using some libraries which help to execute the different steps to classify data and perform analysis. In the next section the detailed implementation of this project will be discussed. \section{Dataset selection} This was the most important part of the entire project and consumed a lot of time. Selecting a suitable database to perform the desired type of analysis was a very difficult task asRead MorePhysics Of Theoretical And Applied Information Technology5766 Words à |à 24 PagesJournal of Theoretical and Applied Information Technology 10th May 2016. Vol.87. No.1 à © 2005 - 2016 JATIT LLS. All rights reserved. ISSN: 1992-8645 www.jatit.org E-ISSN: 1817-3195 1 A COMPUTATIONAL HYBRID MODEL WITH TWO LEVEL CLASSIFICATION USING SVM AND NEURAL NETWORK FOR PREDICTING THE DIABETES DISEASE 1NASIB SINGH GILL, 2 POOJA MITTAL 1 Professor, Department of Computer Science Applications, Maharshi Dayanand University, Rohtak, Haryana, India 2 Assistant Professor, Department of ComputerRead MoreApplication Of Ai Technologies And The Treatment Of Cancer1865 Words à |à 8 PagesIntroduction Machine learning (ML) employs techniques/algorithms that seek to predict the future based on the data from the past, thus it learns from the available datasets using two phases ââ¬â a) approximation of the unknown dependencies b) by means of estimated dependencies predicting new output. Such ability goes a long way in analyzing large data sets that may have complex or noisy datasets such as proteomic or genetic datasets. Machine learning utilizes statistics, probabilities and optimization toolsRead MoreDetection Using Principle Component Analysis And Case Based Reasoning With Support Vector Machine2147 Words à |à 9 PagesSplice site detection using principle component analysis and case based reasoning with support vector machine Srabanti Maji*1 and Haripada Bhunia2 1 Computer Science Department Sri Guru Harkrishan College of Management and Technology, Raipur, Bahadurgarh; Dist: Patiala,Punjab, India 2 Department of Chemical Engineering Thapar University, Patiala-147004, India *Address Correspondence to this author at Dr. Srabanti Maji Computer Science Department, Sri Guru Harkrishan College of ManagementRead MoreAnalysis Of Malignant Brain Cancer1389 Words à |à 6 Pagessurgically destroyed completely, and they seldom grow back. There are many popular classification and clustering algorithms used for predicting the diseases from Images Figure 1.1. Figure 1.1 MRI Tumor Images The goal of clustering a medical image is to simplify the representation of an image into a meaningful image and make it easier to analyze. Several Clustering and Classification algorithms are aimed at enhancing the Prediction accuracy of diagnosis Process in detectingRead MoreSearch Based Software Engineering : Using Traditional Techniques1258 Words à |à 6 PagesNow-a-days optimization and testing in software engineering using traditional techniques has become a tedious task. In order to fasten this process, search based-software engineering (SBSE) techniques are introduced to solve real world large scale problems efficiently. SBSE techniques consisting of several algorithms can be implemented throughout the software development life cycle in order to deliver a more reliable product. This paper reviews the application of five major SBSE methods and the issuesRead MoreNatural Language Processing ( Nlp )7704 Words à |à 31 PagesLanguage Processing (NLP) deals with actual text el ement processing. The text element is transformed into machine format by NLP. Artificial Intelligence (AI) uses information provided by the NLP and applies a lot of maths to determine whether something is positive or negative. Several methods exist to determine an authorââ¬â¢s view on a topic from natural language textual information. Some form of machine learning approach is employed and which has varying degree of effectiveness. One of the types of naturalRead MoreBreast Cancer : A Leading Cause Of Death And Major Health Problem2774 Words à |à 12 Pagesearly diagnoses can help stop the cancer from spreading to other parts of the body and also reduce breast cancer deaths. Breast tumors can be either ââ¬Å"benignâ⬠(non-cancerous) or ââ¬Å"malignantâ⬠(cancerous) and the type of the tumor can be identified by using the Tumor, Nodes and Metastasis (TNM) staging system and the disease stage can range from stage I to stage IV. In the stage 0 (carcinoma in situ), there is a high probability of developing invasive form of cancer in a short period of time. This staging
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