Web信息处理--Web Information Processing and Applications

    Web Information Processing and Applications

   

• Instructor
  Jin Pei-Quan（金培权）        Xu Lin-Li （徐林莉）
  Email: jpq@ustc.edu.cn           Email: linlixu@ustc.edu.cn  
  
  Teaching Assistants
  林盛, Ph.D. student                            于永波, Master Student                       
  Phone: 13485728758                          Phone: 13865979122 
  Email: linsh@mail.ustc.edu.cn               Email: yyb2012@maiul.ustc.edu.cn
  Room: 1610, 科技实验楼西楼          Room: 1610, 科技实验楼西楼
  
  Lectures
  Time: Class 6 to 8
  Classroom: 3C221 (West Campus)
  
  Textbook
  W. Bruce Croft, Donald Melzler, Trvor Strohman, Search Engines: Information Retrieval in Practice,  Pearson Press, 2010
      (中文版：刘挺, 等 译, 搜索引擎：信息检索实践, 机械工业出版社, 2012)
  
  References
  Christopher D. Manning, Prabhakar Raghavanm, Hinrich Schütze,  An Introduction to Information Retrieval, Cambridge University Press, 2008
  (中文版：王斌 译, 信息检索导论, 人民邮电出版社, 2010)
  Ricardo Baeza-Yates, Berthier Ribeiro-Neto, Modern Informatio Retrieval, Addison Wesley Longman Publishing Co. Inc., 1999 
  Bing Liu, Web Data Mining (2nd Edition), Springer, 2011
  Some state-of-the-art papers from SIGIR, CIKM, WWW, etc.
  
  Assignments
  Some homework assignments. POLICY: all assignments should be completed and submitted in one week, i.e. before the beginning of next class. Late assignment submissions will be penalized 20% points.
  
  Examination
  One final test, scheduled to be taken at the end of the course.

  Grading
  Homework: 20%
  Lab: 20%  [ Lab #1 Description. Lab time: 18:30-21:30, Monday and Tuesday, start from 8 October. Lab site: 517, E3 Building]
  Final: 60%
  
  Course Notes

  No.	Date	Contents	Homework	Chapters Reading
  1	9.3	Introduction to Web Information Processing		Chp.1-2
  2	9.10	Web Crawling  (updated)	homework	Chp.3
  3	9.17	Text Processing	homework	Chp.4
  4	9.24	Indexing   & Lab #1 Description	homework	Chp.5
  5	10.1	(National Day)	Lab #1 Lab time: 18:30-21:30, Monday and Tuesday. Location: 517, E3 Building
  6	10.8	Queries	homework	Chp.6
  7	10.15	Ranking	homework	Chp.7
  8	10.22	Evaluation	homework	Chp.8
  9	10.29	Named Entity Recognition
  10	11.5	Relation Extraction
  11-18		Web Data Mining
  19		Review
  20		Final Exam