Title | Understanding Cooperative Learning in Context-Aware Recommender Systems: A User-System Interaction Perspective |
Creator | |
Date Issued | 2018 |
Conference Name | 38th International Conference on Information Systems: Transforming Society with Digital Innovation, ICIS 2017 |
Source Publication | ICIS 2017: Transforming Society with Digital Innovation
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Conference Date | 2017.12.10-2017.12.13 |
Conference Place | Seoul |
Abstract | Context-Aware Recommender Systems (CARSs) are becoming commonplace. Yet, there is a paucity of studies that investigates how such systems could affect usage behavior from a user-system interaction perspective. Building on the Social Interdependence Theory (SIT), we construct a research model that posits cooperative learning as a trait of users’ interactions with CARSs and outline a proposed empirical study for validating the hypothesized relationships in this model. Specifically, we draw on interdependencies in human-machine relationships to postulate positive interdependence as an antecedent of users’ promotive interaction with CARSs, which in turn, dictates the performance of such recommender systems. Furthermore, we introduce scrutability features as design interventions that can be harnessed by developers to mitigate the impact of users’ promotive interaction on the performance of CARSs. |
Keyword | Context-aware Cooperative learning Human-machine relationships Recommender systems User-system interaction |
URL | View source |
Language | 英语English |
Scopus ID | 2-s2.0-85126505310 |
Citation statistics | |
Document Type | Conference paper |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/12871 |
Collection | Research outside affiliated institution |
Affiliation | 1.USTC-CityU Joint Advanced Research Center,City University of Hong Kong,University of Science and Technology of China,Hefei, Anhui,No.96 JinZhai Road,China 2.Department of Digitalization Copenhagen Business School,Frederiksberg,Howitzvej 60, 4.18,DK-2000,Denmark 3.Department of Information Systems,City University of Hong Kong,Kowloon,Tat Chee Avenue,Hong Kong 4.School of Management,University of Science and Technology of China,Hefei, Anhui,No.96 JinZhai Road,China 5.School of Management,University of Science and Technology of China,Hefei, Anhui,No.96 JinZhai Road,China |
Recommended Citation GB/T 7714 | Jiang, Na,Tan, Chee Wee,Wang, Weiquanet al. Understanding Cooperative Learning in Context-Aware Recommender Systems: A User-System Interaction Perspective[C], 2018. |
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