https://scholars.lib.ntu.edu.tw/handle/123456789/489536
標題: | Query Prediction by Currently-Browsed Web Pages and Its Applications. | 作者: | Hung, Hui-Ju Cheng, Pu-Jen PU-JEN CHENG |
公開日期: | 2014 | 起(迄)頁: | 181-193 | 來源出版物: | Trends and Applications in Knowledge Discovery and Data Mining - PAKDD 2014 International Workshops: DANTH, BDM, MobiSocial, BigEC, CloudSD, MSMV-MBI, SDA, DMDA-Health, ALSIP, SocNet, DMBIH, BigPMA,Tainan, Taiwan, May 13-16, 2014. Revised Selected Papers | 摘要: | This paper reveals the relation between a previously-browsed webpage and a query. First, we display that there are queries triggered by its previously-browsed webpage using real examples from the log. A query is triggered by a webpage means that the issued query is related to the webpage that the user had browsed before. Then an analysis is provided to show that almost 30% of queries following a webpage are triggered. A predictor is proposed to detect the triggered queries. We also demonstrate that the predictor can be enhanced by giving previous queries as context. Finally, we show that the prediction can be applied on a query recommendation system to suggest queries for the currently-browsed web page. ? Springer International Publishing Switzerland 2014. |
URI: | https://scholars.lib.ntu.edu.tw/handle/123456789/489536 | DOI: | 10.1007/978-3-319-13186-3_17 | SDG/關鍵字: | Big data; Bioinformatics; Distributed computer systems; Forecasting; Information management; Mobile commerce; Public health; Social networking (online); Social sciences computing; Context-Aware; ITS applications; Query recommendations; Real example; Trigger; Web-page; Data mining |
顯示於: | 資訊工程學系 |
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