Skip to Main content Skip to Navigation
Conference papers

What Users Prefer and Why: A User Study on Effective Presentation Styles of Opinion Summarization

Abstract : Opinion Summarization research addresses how to help people in making appropriate decisions in an effective way. This paper aims to help users in their decision-making by providing them effective opinion presentation styles. We carried out two phases of experiments to systematically compare usefulness of different types of opinion summarization techniques. In the first crowd-sourced study, we recruited 46 turkers to generate high quality summary information. This first phase generated four styles of summaries: Tag Clouds, Aspect Oriented Sentiments, Paragraph Summary and Group Sample. In the follow-up second phase, 34 participants tested the four styles in a card sorting experiment. Each participant was given 32 cards with 8 per presentation styles and completed the task of grouping the cards into five categories in terms of the usefulness of the cards. Results indicated that participants preferred Aspect Oriented Sentiments the most and Tag cloud the least. Implications and hypotheses are discussed.
Document type :
Conference papers
Complete list of metadata

Cited literature [30 references]  Display  Hide  Download

https://hal.inria.fr/hal-01599891
Contributor : Hal Ifip <>
Submitted on : Monday, October 2, 2017 - 3:42:35 PM
Last modification on : Tuesday, August 13, 2019 - 11:32:01 AM

File

346942_1_En_20_Chapter.pdf
Files produced by the author(s)

Licence


Distributed under a Creative Commons Attribution 4.0 International License

Identifiers

Citation

Xiaojun Yuan, Ning Sa, Grace Begany, Huahai Yang. What Users Prefer and Why: A User Study on Effective Presentation Styles of Opinion Summarization. 15th Human-Computer Interaction (INTERACT), Sep 2015, Bamberg, Germany. pp.249-264, ⟨10.1007/978-3-319-22668-2_20⟩. ⟨hal-01599891⟩

Share

Metrics

Record views

152

Files downloads

475