Title :
Expertise analysis of information senders of Web pages
Author :
Kato, Yoshikiyo ; Inui, Kentaro ; Kurohashi, Sadao
Author_Institution :
Nat. Inst. of Inf. & Commun. Technol., Kyoto, Japan
Abstract :
In this study, we address the problem of searching experts in an arbitrary topic on the Web. In particular, we propose two methods that analyze the expertise of information senders of Web pages: 1) a method that computes expertise score based on hit count from a search engine (hit count method), and 2) a method that computes expertise score based on the number of documents that are attributed to an information sender (attribution count method). We evaluated both methods using a crawl and search infrastructure which indexes 120 million Japanese Web pages. The results show that the attribution count method outperforms hit count method in terms of precision and processing time.
Keywords :
Internet; information retrieval; search engines; Web pages; attribution count method; crawl-search infrastructure; expertise analysis; expertise score computation; hit count method; information sender; search engine; Data mining; Electronic mail; Feature extraction; Organizations; Search engines; Web pages;
Conference_Titel :
Universal Communication Symposium (IUCS), 2010 4th International
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-7821-7
DOI :
10.1109/IUCS.2010.5666231