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Beyond relevance in marketplace search

Authors:

Nish Parikh,

Neel SundaresanAuthors Info & Claims

CIKM '11: Proceedings of the 20th ACM international conference on Information and knowledge management

Pages 2109 - 2112

https://doi.org/10.1145/2063576.2063902

Published: 24 October 2011 Publication History

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Abstract

In this paper we study diversity and its relations to search relevance in the context of an online marketplace. We conduct a large-scale log-based study using click-stream data from a leading eCommerce site. We introduce 3 main metrics -- selection (diversity), trust, and value. In our analysis we also show how these interact with relevance in different ways. We study the benefits of diversity and also show why guaranteeing diversity is important.

References

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Agarwal, R., Gollapudi S., Halverson A., Ieong S. Diversifying Search Results. WSDM (2009). 5--14.

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Parikh N., Sundaresan N. A User-Tunable Approach to Marketplace Search. WWW (Companion Volume) 2011. 245--248.

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Cited By

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Deng ZDou ZZhu YQin XCheng PWu JWang HHui Yang GWang HHan SHauff CZuccon GZhang Y(2024)JDivPS: A Diversified Product Search DatasetProceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval10.1145/3626772.3657888(1152-1161)Online publication date: 10-Jul-2024
https://dl.acm.org/doi/10.1145/3626772.3657888
Bassani EPasi G(2022)A multi-representation re-ranking model for Personalized Product SearchInformation Fusion10.1016/j.inffus.2021.11.01081:C(240-249)Online publication date: 1-May-2022
https://dl.acm.org/doi/10.1016/j.inffus.2021.11.010
Pan YLiang SRen JMeng ZZhang Q(2021)Personalized, Sequential, Attentive, Metric-Aware Product SearchACM Transactions on Information Systems10.1145/347333740:2(1-29)Online publication date: 24-Nov-2021
https://dl.acm.org/doi/10.1145/3473337
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Index Terms

Beyond relevance in marketplace search
1. Information systems
  1. Information retrieval
    1. Retrieval tasks and goals
      1. Document filtering
      2. Information extraction

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Information

Published In

CIKM '11: Proceedings of the 20th ACM international conference on Information and knowledge management

October 2011

2712 pages

ISBN:9781450307178

DOI:10.1145/2063576

Editors:
Bettina Berendt,
Arjen de Vries,
Wenfei Fan,
Craig Macdonald
University of Glasgow, UK
,
Iadh Ounis
University of Glasgow, UK
,
Ian Ruthven
University of Strathclyde, UK

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 24 October 2011

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CIKM '11

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CIKM '11: International Conference on Information and Knowledge Management

October 24 - 28, 2011

Glasgow, Scotland, UK

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Overall Acceptance Rate 1,861 of 8,427 submissions, 22%

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Cited By

View all

Deng ZDou ZZhu YQin XCheng PWu JWang HHui Yang GWang HHan SHauff CZuccon GZhang Y(2024)JDivPS: A Diversified Product Search DatasetProceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval10.1145/3626772.3657888(1152-1161)Online publication date: 10-Jul-2024
https://dl.acm.org/doi/10.1145/3626772.3657888
Bassani EPasi G(2022)A multi-representation re-ranking model for Personalized Product SearchInformation Fusion10.1016/j.inffus.2021.11.01081:C(240-249)Online publication date: 1-May-2022
https://dl.acm.org/doi/10.1016/j.inffus.2021.11.010
Pan YLiang SRen JMeng ZZhang Q(2021)Personalized, Sequential, Attentive, Metric-Aware Product SearchACM Transactions on Information Systems10.1145/347333740:2(1-29)Online publication date: 24-Nov-2021
https://dl.acm.org/doi/10.1145/3473337
Bi KAi QCroft WDiaz FShah CSuel TCastells PJones RSakai T(2021)Learning a Fine-Grained Review-based Transformer Model for Personalized Product SearchProceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval10.1145/3404835.3462911(123-132)Online publication date: 11-Jul-2021
https://dl.acm.org/doi/10.1145/3404835.3462911
Jiang JWu TRoumpos GCheng HYi XChi EGanapathy HJindal NCao PWang W(2020)End-to-End Deep Attentive Personalized Item Retrieval for Online Content-sharing PlatformsProceedings of The Web Conference 202010.1145/3366423.3380051(2870-2877)Online publication date: 20-Apr-2020
https://dl.acm.org/doi/10.1145/3366423.3380051
Ahuja ARao NKatariya SSubbian KReddy CCaverlee JHu XLalmas MWang W(2020)Language-Agnostic Representation Learning for Product Search on E-Commerce PlatformsProceedings of the 13th International Conference on Web Search and Data Mining10.1145/3336191.3371852(7-15)Online publication date: 20-Jan-2020
https://dl.acm.org/doi/10.1145/3336191.3371852
Bi KAi QZhang YCroft WZhu WTao DCheng XCui PRundensteiner ECarmel DHe QXu Yu J(2019)Conversational Product Search Based on Negative FeedbackProceedings of the 28th ACM International Conference on Information and Knowledge Management10.1145/3357384.3357939(359-368)Online publication date: 3-Nov-2019
https://dl.acm.org/doi/10.1145/3357384.3357939
Guo YCheng ZNie LWang YMa JKankanhalli M(2019)Attentive Long Short-Term Preference Modeling for Personalized Product SearchACM Transactions on Information Systems10.1145/329582237:2(1-27)Online publication date: 11-Jan-2019
https://dl.acm.org/doi/10.1145/3295822
Das Sarma AParikh NSundaresan NChung CBroder AShim KSuel T(2014)E-commerce product searchProceedings of the 23rd International Conference on World Wide Web10.1145/2567948.2577272(189-190)Online publication date: 7-Apr-2014
https://dl.acm.org/doi/10.1145/2567948.2577272

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