School of Computing and InformationTechnology ISIT219Knowledge and Information EngineeringAssignment 2Group workTotal mark:40Submission date: 19 May at 9:00 amSubmission: soft copy via moodle on 19 May and presentation online in Zoom at theallocated time (in discussion with the lab instructor)A supermarket chain that provides various types of products across the country usestheir existing data to describe their business situation and develop strategies for theirproducts, existing customers and potential customers.They collected several different data sets including:1. Customer transactions2. Customer profile3. Customer surveyThe supermarket chain has approached you to analyse the dataset to provide solutions forfuture strategy. Discuss what the possible solutions that you can provide based on the datasetare.What methods you will use to create different models to assist in decision making.Apart from the available datasets, it is expected that you collect other necessary informationand/or existing case studies from academic resources (such as journal articles and books) tofacilitate your research. This will be presented as the knowledge acquisition part of yourproject.Various knowledge creation techniques can be employed including, but not limited to:Cla
ssification (such as DT or ANN)Clustering (such as SOM)Association analysisFinally, you need to write a report (~ 2500 words) to elaborate on the following item:Knowledge Acquisition or elicitation processThe techniques that you have employed for knowledge creationYou need to justify the choice of techniquesUtilise at least two techniquesResults and DiscussionsThe information resource that you have gathered to assess the generated knowledgeYou can compare and contrast each knowledge category that is generated in theprevious section with the existing documents or case studies from existing academicpapersExplain and justify the possible inconsistencies in the gathered knowledge ExcellentVery goodgoodSatisfactoryMarginalPoorAcquiringknowledgeRelevant Literature and background,65432.51.5KnowledgecreationJustification of methods chosen65432.51.5Model development (RapidMiner)Marked online in Lab1086543Presentation of the work in thereport with explanation65432.51.5DiscussionsandconclusionCompare and contrast eachknowledge category that isgenerated in the previous sectionwith the existing documents or casestudies from existing academicpapers865432Report writing (presentation, quality of writing,writing style, spelling, grammar and use ofresources432.521.751