PPT-Text Mining and Topic Modeling

Padhraic Smyth Department of Computer Science University of California Irvine Progress Report New deadline In class Thursday February 18 th not Tuesday Outline 3 to 5 pages maximum. Text Mining. . . . Outline. Introduction and Motivation. Techniques. Document . classification. Document . clustering . Topic discovery from text . . Information extraction. Additional Resources and Recommended Reading. Girts Karnitis, Janis Bicevskis, . Jana . Cerina-Berzina. The work is supported by a European Social Fund Project . No. . 2009/0216/1DP/1.1.1.2.0/09 /APIA/VIAA/044. Problems of Business process modeling. Liangjie Hong. and Brian D. Davison. Computer Science and Engineering. Lehigh University. Bethlehem, PA USA. SOMA 2010 . Why. . we care about text modeling in Twitter ?. SOMA 2010 . Why. . we care about text modeling in Twitter ?. 1. Overview . This presentation is for chapter 16 which discuss :. Chapter . 16: Text Mining for Translational . Bioinformatics. 1- terminologies.. 2- definitions.. 2-uses cases and applications.. 3-evaluation techniques and evaluation metrics.. Opportunities and Barriers. John . McNaught. Deputy Director. National Centre for Text Mining. John.McNaught@manchester.ac.uk. Topics. What is text mining? (briefly). What can it offer? (selectively). HEADLINE. Body. text,. body text, body text, body text, body text, body text, body text, body text, body text, body text, body text, body text, body text, body text, body text, body text, body text, body text, body text, body text, body text. Presentation by:. ABHISHEK KAMAT. ABHISHEK MADHUSUDHAN. SUYAMEENDRA WADKI. 1. Introduction. Mining the data to find interesting patterns, useful insights, customer data and their relationship - data mining . “The . word cloud . technique . first originated online in the 1990s as tag clouds (famously described as “the mullets of the . Internet”), . which were used to display the popularity of keywords in bookmarks. What Is . T. ext . M. ining?. Also known as . Text Data Mining. Process of . examining large collections of . unstructured. textual . resources in order to generate new information, typically using specialized computer software. Other information:. Insert shul logo here. Time:. Date:. Address:. @ShabbatUK. @shabbat_uk. Shabbat_uk_official. www.shabbatuk.org. getinvolved@shabbatuk.org. Insert shul logo here. Event Title. Event Text Event Text Event Text Event Text Event Text Event Text Event Text Event Text Event Text Event Text Event Text Event Text Event Text Event Text Event Text Event Text Event Text Event Text Event Text Event Text Event Text Event Text Event Text Event Text Event Text Event Text Event Text Event. INTRODUCTION TO NUMERICAL MODELING IN GEOTECHNICAL ENGINEERING WITH EMPHASIS ON FLAC MODELING www.zamiran.net By Siavash Zamiran, Ph.D., P.E. Geotechnical Engineer, Marino Engineering Associates, Inc. Main Title Here. Topic 1. Topic 1 title goes here. Your text here. Your text here. Your text here. Your text here. Your text here. Your text here. Your text . here. Your text here. Your text here. Your text here. Diane Litman. Professor, Computer Science Department . Senior Scientist, Learning Research & Development Center . Co-Director, Intelligent Systems Program. University of Pittsburgh. Pittsburgh, . A way to teach a skill either through broken down individual steps or in a sequential order to students . A way to teach staff and/or families how to teach, how to prompt, and how to remain consistent when teaching a student a certain task or skill .