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1 Advanced Database System Design Instructor: Ruoming Jin Fall 2010
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2 Welcome! Instructor: Ruoming Jin Homepage: www.cs.kent.edu/~jin/www.cs.kent.edu/~jin/ Office: 264 MCS Building Email: jin@cs.kent.edujin@cs.kent.edu Office hour: Tuesday (5:00PM-5:30PM) Thursdays (4:30PM to 5:30PM) or by appointment
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3 Overview Homepage: www.cs.kent.edu/~jin/AdvDB10Fall/dat amining.html www.cs.kent.edu/~jin/AdvDB10Fall/dat amining.html Time: 5:30-6:45PM Tuesdays and Thursdays Place: MSB 228 Prerequisite: Into to Database, Data Structures, and Algorithms.
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4 Overview No Official Textbook References Hector Garcia-Molia, Jeffrey Ullman, and Jennifer Widom, Database Systems, The Complete Book, Prentice Hall, 2002 Silberschatz, Korth, Sudarshan, Database System Concepts, 5th Edition, McGraw Hill 2006 Bin Liu, Web Data Mining, Springer, 2007 Ricardo Baeza-Yates and Berthier Riberiro-Neto, Modern Information Retrieval, Addison Wesley, 1999 Ian H. Witten, Alistair Moffat, and Timothy Bell, Managing Gigabytes, Second Edition, Morgan Kaufmann, 1999
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5 Overview Grading scheme No exam Project50% Programming Homework 25% Presentation25%
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6 Overview (Presentation) Paper presentation One per student Research paper(s) List of recommendations (will be available by the end of Sept.) Your own pick (upon approval) Your overall presentation will be less than 40 minutes (30 minutes talk) Three parts Review of research ideas in the paper Debate (Pros/Cons) Questions and comments from audience
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7 Overview (Presentation) Order of presentation: assigned by instructor The presentation will start from late October or early November You need submit two drafts before the final presentation First draft due on Oct. 14 th Second draft due on Oct. 21 th Final slides due one day before your presentation. I will provide feedback and suggestion for each draft Note that I do expect the complete presentation slides in the first draft
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8 Overview (Project) Project (due Dec 7rd) One project: One to Three students (The more students, the more task is expected to be done). Some basic suggestion later. A variety of subjects (some of them has individual mentors). Checkpoints Proposal: title and goal (due Sep. 30th) Outline of approach (due Oct 7 th ) An intermediate report and research discussion (Nov. 3 rd ) Project/Demo Presentation (Dec 9 th ) Documentation (due Dec 14 rd ) Each group will have a short presentation and demo (20 minutes) Each group will provide a five-page document on the project
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9 Topics 1 Scope: Data Warehouse/Data Mining Topics: OLAP Association Rule Classification and Prediction Clustering
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10 Topics 2 Scope: Web Mining/Information Extraction Topics: Web Crawler Page Rank Text Mining (basics) Information Extraction (basics)
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11 Topics 3 Scope: Relational DB Implementation Topics: Query Evaluation Query Optimization Indexing
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12 Topics 4 Scope: Information Retrieval Topics: Inverted List Query Evaluation Index Construction/Compression
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13 Presentation Topics Social Network Analysis New Database Architecture Cloud Computing Information Integration
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14 Project Ideas Web Mining + Social Network Analysis Twitter, Wikipedia Fatwallet Eopinion/Amazon Yelp Computer Science Literature Information/Data Integration Noaa data Mobile Data Mining Mobile user profiling
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Schedule Discussion 15
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Introduce Yourself! 16
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Questions and Thoughts! 17
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