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 [b]Lab time: 18:30-21:30, Monday and Tuesday. Location: 517, E3 Building[/b]
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