On cognition, emotion, and interaction aspects of search tasks with different search intentions

Yashar Moshfeghi, Joemon M. Jose

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

18 Citations (Scopus)

Abstract

The complex and dynamic nature of search processes surrounding information seeking have been exhaustively studied. Recent studies have highlighted search processes with different intentions, such as those for entertainment purposes or re-finding a visited information object, are fundamentally different in nature to typical information seeking intentions. Despite the popularity of such search processes on the Web, they have not yet been thoroughly explored. Using a video retrieval system as a use case, we study the characteristics of four different search task types: seeking information, re-finding a particular information object, and two different entertainment intentions (i.e. entertainment by adjusting arousal level, and entertainment by adjusting mood). In particular, we looked at the cognition, emotion and action aspects of these search tasks at different phases of a search process. This follows the common assumption in the information seeking and retrieval community that a complex search process can be broken down into a relatively small number of activity phases. Our experimental results show significant differences in the characteristics of studied search tasks. Furthermore, we investigate whether we can predict these search tasks given user's interaction with the system. Results show that we can learn a model that predicts the search task types with reasonable accuracy. Overall, these findings may help to steer search engines to better satisfy searchers' needs beyond typically assumed information seeking processes.
LanguageEnglish
Title of host publicationProceedings of the 22nd International Conference on World Wide Web
Place of PublicationNew York, NY
Pages931-942
Number of pages12
DOIs
Publication statusPublished - 13 May 2013
Event22nd International Conference on World Wide Web - Rio de Janeiro, Brazil
Duration: 13 May 201317 May 2013

Conference

Conference22nd International Conference on World Wide Web
CountryBrazil
CityRio de Janeiro
Period13/05/1317/05/13

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Keywords

  • search intents
  • emotion
  • cognition
  • prediction
  • re-finding

Cite this

Moshfeghi, Y., & Jose, J. M. (2013). On cognition, emotion, and interaction aspects of search tasks with different search intentions. In Proceedings of the 22nd International Conference on World Wide Web (pp. 931-942). New York, NY. https://doi.org/10.1145/2488388.2488469
Moshfeghi, Yashar ; Jose, Joemon M. / On cognition, emotion, and interaction aspects of search tasks with different search intentions. Proceedings of the 22nd International Conference on World Wide Web. New York, NY, 2013. pp. 931-942
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Moshfeghi, Y & Jose, JM 2013, On cognition, emotion, and interaction aspects of search tasks with different search intentions. in Proceedings of the 22nd International Conference on World Wide Web. New York, NY, pp. 931-942, 22nd International Conference on World Wide Web, Rio de Janeiro, Brazil, 13/05/13. https://doi.org/10.1145/2488388.2488469

On cognition, emotion, and interaction aspects of search tasks with different search intentions. / Moshfeghi, Yashar; Jose, Joemon M.

Proceedings of the 22nd International Conference on World Wide Web. New York, NY, 2013. p. 931-942.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

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Moshfeghi Y, Jose JM. On cognition, emotion, and interaction aspects of search tasks with different search intentions. In Proceedings of the 22nd International Conference on World Wide Web. New York, NY. 2013. p. 931-942 https://doi.org/10.1145/2488388.2488469