Browsing recommendation based on the intertemporal choice model.
Browsing is an important but often inefficient information seeking strategy in information retrieval (IR). In this paper, we argue that an effective recommendation model can improve the user’s browsing experience. We propose to adapt the intertemporal choice model to model the browsing behaviour of...
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| Format: | Conference or Workshop Item |
| Language: | English |
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2009
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| Online Access: | http://psasir.upm.edu.my/id/eprint/20898/1/ID%2020898.pdf |
| _version_ | 1825946596354818048 |
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| author | Azman, Azreen |
| author_facet | Azman, Azreen |
| author_sort | Azman, Azreen |
| collection | UPM |
| description | Browsing is an important but often inefficient information seeking strategy in information retrieval (IR). In this paper, we argue that an effective recommendation model can improve the user’s browsing experience. We propose to adapt the intertemporal choice model to model the browsing behaviour of the user. The model can be used to recommend a browsing path to the users. The proposed model is based on the assumption that the browsing recommendation problem is an intertemporal choice problem. Using a simulated interactive retrieval system on several standard TREC test collections, the experimental results show that the proposed model is promising in recommending good browsing paths to the user. |
| first_indexed | 2024-03-06T07:49:37Z |
| format | Conference or Workshop Item |
| id | upm.eprints-20898 |
| institution | Universiti Putra Malaysia |
| language | English |
| last_indexed | 2024-03-06T07:49:37Z |
| publishDate | 2009 |
| record_format | dspace |
| spelling | upm.eprints-208982014-11-17T02:37:49Z http://psasir.upm.edu.my/id/eprint/20898/ Browsing recommendation based on the intertemporal choice model. Azman, Azreen Browsing is an important but often inefficient information seeking strategy in information retrieval (IR). In this paper, we argue that an effective recommendation model can improve the user’s browsing experience. We propose to adapt the intertemporal choice model to model the browsing behaviour of the user. The model can be used to recommend a browsing path to the users. The proposed model is based on the assumption that the browsing recommendation problem is an intertemporal choice problem. Using a simulated interactive retrieval system on several standard TREC test collections, the experimental results show that the proposed model is promising in recommending good browsing paths to the user. 2009 Conference or Workshop Item NonPeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/20898/1/ID%2020898.pdf Azman, Azreen (2009) Browsing recommendation based on the intertemporal choice model. In: The 8th International Conference on Flexible Query Answering Systems (FQAS 2009), 26-28 Oct. 2009, Roskilde, Denmark. . Information retrieval Web browsing Computer simulation |
| spellingShingle | Information retrieval Web browsing Computer simulation Azman, Azreen Browsing recommendation based on the intertemporal choice model. |
| title | Browsing recommendation based on the intertemporal choice model. |
| title_full | Browsing recommendation based on the intertemporal choice model. |
| title_fullStr | Browsing recommendation based on the intertemporal choice model. |
| title_full_unstemmed | Browsing recommendation based on the intertemporal choice model. |
| title_short | Browsing recommendation based on the intertemporal choice model. |
| title_sort | browsing recommendation based on the intertemporal choice model |
| topic | Information retrieval Web browsing Computer simulation |
| url | http://psasir.upm.edu.my/id/eprint/20898/1/ID%2020898.pdf |
| work_keys_str_mv | AT azmanazreen browsingrecommendationbasedontheintertemporalchoicemodel |