DocumentCode :
1989591
Title :
The design of a new book auto recommendation system based on readers´ interest
Author :
Jin, Shan ; Fan, Chunfeng ; Meng, Yun ; Wu, Xiaohai ; Chen, Qingzhang
Author_Institution :
Coll. of Inf. Eng., Ningbo Dahongying Univ., Ningbo, China
fYear :
2011
fDate :
16-18 Sept. 2011
Firstpage :
3224
Lastpage :
3227
Abstract :
Now libraries have been established at all levels of web-based information service system, but most of the library service system only provides some simple queries, which still cannot effectively provide customized information required by the readers who are interested in some specific types of books. Examine data mining technology to identify goals to adapt to the application of mining algorithms. This thesis attempts to solve the problem by using data mining technology to identify information preferences which readers are often concerned about. According to the readers´ preferences, using a characterization and hierarchical way to categorize readers´ interest in different reading level, lower the interest of the description or remove the excess, to form an effective set of rules. New books will be appropriately presented and classified in order to satisfy the needs of readers; Based on readers´ interest and books properties, create an automatic new book recommendation system.
Keywords :
Internet; data mining; digital libraries; recommender systems; Web-based information service system; data mining technology; information preference identification; library service system; new book auto recommendation system; readers interest; Association rules; Computer science; Databases; Educational institutions; Libraries; Web sites; Data Mining; GP-Apriori; Regularization Association Rules; interest; readers´;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electrical and Control Engineering (ICECE), 2011 International Conference on
Conference_Location :
Yichang
Print_ISBN :
978-1-4244-8162-0
Type :
conf
DOI :
10.1109/ICECENG.2011.6057825
Filename :
6057825
Link To Document :
بازگشت