319
Views
1
CrossRef citations to date
0
Altmetric
Articles

The effective recommendation approaches depending on user’s psychological ownership in online content service: user-centric versus content-centric recommendations

ORCID Icon & ORCID Icon
Pages 260-272 | Received 08 Sep 2021, Accepted 16 Dec 2022, Published online: 30 Dec 2022

References

  • Asatryan, V. S., and H. Oh. 2008. “Psychological Ownership Theory: An Exploratory Application in the Restaurant Industry.” Journal of Hospitality & Tourism Research 32 (3): 363–386. doi:10.1177/1096348008317391.
  • Atasoy, O., and C. K. Morewedge. 2018. “Digital Goods are Valued Less Than Physical Goods.” Journal of Consumer Research 44 (6): 1343–1357. doi:10.1093/jcr/ucx102.
  • Belk, R. W. 1988. “Possessions and the Extended Self.” Journal of Consumer Research 15 (2): 139–168. doi:10.1086/209154.
  • Belk, R. W. 2013. “Extended Self in a Digital World: Table 1.” Journal of Consumer Research 40 (3): 477–500. doi:10.1086/671052.
  • Belk, R. 2014. “You are What You Can Access: Sharing and Collaborative Consumption Online.” Journal of Business Research 67 (8): 1595–1600. doi:10.1016/j.jbusres.2013.10.001.
  • Brasel, S. A., and J. Gips. 2014. “Tablets, Touchscreens, and Touchpads: How Varying Touch Interfaces Trigger Psychological Ownership and Endowment.” Journal of Consumer Psychology 24 (2): 226–233. doi:10.1016/j.jcps.2013.10.003.
  • Brusilovski, P., A. Kobsa, and W. Nejdl. 2007. The Adaptive Web: Methods and Strategies of Web Personalization (Vol. 4321). New York: Springer Science & Business Media.
  • Chen, Z., Y. Jiang, and Y. Zhao. 2010. “A Collaborative Filtering Recommendation Algorithm Based on User Interest Change and Trust Evaluation.” International Journal of Digital Content Technology and its Applications 4 (9): 106–113. doi:10.4156/jdcta.vol4.issue9.13.
  • Choi, S.-M., S.-K. Ko, and Y.-S. Han. 2012. “A Movie Recommendation Algorithm Based on Genre Correlations.” Expert Systems with Applications 39 (9): 8079–8085. doi:10.1016/j.eswa.2012.01.132.
  • Claus, B., and L. Warlop. 2017. “The Tree is Mine, The Forest Isn’t: An Extended Abstract on the Construal Level of Possessions.” In Marketing at the Confluence Between Entertainment and Analytics. edited by Patricia Rossi, 1301–1305. Switzerland: Switzerland: Springer.
  • Danckwerts, S., and P. Kenning. 2019. “It’s MY Service, It’s MY Music: The Role of Psychological Ownership in Music Streaming Consumption.” Psychology & Marketing 36 (9): 803–816. doi:10.1002/mar.21213.
  • Gauch, S., M. Speretta, A. Chandramouli, and A. Micarelli. 2007. “Lecture Notes in Computer Science.” In The Adaptive Web. edited by Brusilovsky, P., Kobsa, A., Nejdl, W., 54–89. Berlin, Heidelberg: Springer.
  • Hayes, A. F. 2017. Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach. New York: Guilford Publications.
  • Herlocker, J. L., J. A. Konstan, and J. Riedl. 2000. “Explaining Collaborative Filtering Recommendations.” Proceedings of the 2000 ACM Conference on Computer Supported Cooperative Work.
  • Jones, N., and P. Pu. 2007. “User Technology Adoption Issues in Recommender Systems.” Proceedings of the 2007 Networking and Electronic Commerce Research Conference.
  • Kamleitner, B., and S. Feuchtl. 2015. “As if it Were Mine: Imagery Works by Inducing Psychological Ownership.” Journal of Marketing Theory and Practice 23 (2): 208–223. doi:10.1080/10696679.2015.1002337.
  • Karahanna, E., S. X. Xu, and N. Zhang. 2015. “Psychological Ownership Motivation and use of Social Media.” Journal of Marketing Theory and Practice 23 (2): 185–207. doi:10.1080/10696679.2015.1002336.
  • Kim, S., S.-G. Kim, Y. Jeon, S. Jun, and J. Kim. 2016. “Appropriate or Remix? The Effects of Social Recognition and Psychological Ownership on Intention to Share in Online Communities.” Human–Computer Interaction 31 (2): 97–132. doi:10.1080/07370024.2015.1022425.
  • Kirk, C. P. 2019. “Dogs Have Masters, Cats Have Staff: Consumers’ Psychological Ownership and Their Economic Valuation of Pets.” Journal of Business Research 99: 306–318. doi:10.1016/j.jbusres.2019.02.057.
  • Knijnenburg, B. P., M. C. Willemsen, Z. Gantner, H. Soncu, and C. Newell. 2012. “Explaining the User Experience of Recommender Systems.” User Modeling and User-Adapted Interaction 22 (4): 441–504. doi:10.1007/s11257-011-9118-4.
  • Ku, M. J., and H. Ahn. 2018. “A Hybrid Recommender System Based on Collaborative Filtering with Selective Use of Overall and Multicriteria Ratings.” Journal of Intelligence and Information Systems 24 (2): 85–109. doi:10.13088/jiis.2018.24.2.085.
  • Kwon, S. 2020. “Understanding User Participation from the Perspective of Psychological Ownership: The Moderating Role of Social Distance.” Computers in Human Behavior 105: 106207. doi:10.1016/j.chb.2019.106207.
  • Lee, S.-J., B.-G. Seo, and D.-H. Park. 2018. “Development of Music Recommendation System Based on Customer Sentiment Analysis.” Journal of Intelligence and Information Systems 24 (4): 197–217. doi:10.13088/jiis.2018.24.4.197.
  • Lee, J., and A. Suh. 2015. “How do Virtual Community Members Develop Psychological Ownership and What are the Effects of Psychological Ownership in Virtual Communities?” Computers in Human Behavior 45: 382–391. doi:10.1016/j.chb.2014.12.002.
  • Linden, G., B. Smith, and J. York. 2003. “Amazon.com Recommendations: Item-to-Item Collaborative Filtering.” IEEE Internet Computing 7 (1): 76–80. doi:10.1109/MIC.2003.1167344.
  • Lops, P., D. Jannach, C. Musto, T. Bogers, and M. Koolen. 2019. “Trends in Content-Based Recommendation.” User Modeling and User-Adapted Interaction 29 (2): 239–249. doi:10.1007/s11257-019-09231-w.
  • McNee, S. M., J. Riedl, and J. A. Konstan. 2006. “Being Accurate is Not Enough: How Accuracy Metrics Have Hurt Recommender Systems.” CHI’06 Extended Abstracts on Human Factors in Computing Systems.
  • Mobasher, B. 2007. “Data Mining for Web Personalization.” In The Adaptive web. edited by Brusilovsky, P., Kobsa, A., Nejdl, W., 90–135. Berlin, Heidelberg: Springer.
  • Munawar, Z., N. Suryana, Z. B. Sa’aya, and Y. Herdiana. 2020. “Framework with an Approach to the User as an Evaluation for the Recommender Systems.” 2020 Fifth International Conference on Informatics and Computing (ICIC).
  • Paundra, J., L. Rook, J. van Dalen, and W. Ketter. 2017. “Preferences for Car Sharing Services: Effects of Instrumental Attributes and Psychological Ownership.” Journal of Environmental Psychology 53: 121–130. doi:10.1016/j.jenvp.2017.07.003.
  • Pazzani, M. J., and D. Billsus. 2007. “Content-Based Recommendation Systems.” In The Adaptive web. edited by Brusilovsky, P., Kobsa, A., Nejdl W., 325–341. Berlin, Heidelberg: Springer.
  • Peck, J., and S. B. Shu. 2009. “The Effect of Mere Touch on Perceived Ownership.” Journal of Consumer Research 36 (3): 434–447. doi:10.1086/598614.
  • Pierce, J. L., T. Kostova, and K. T. Dirks. 2001. “Toward a Theory of Psychological Ownership in Organizations.” The Academy of Management Review 26 (2): 298–310. doi:10.2307/259124.
  • Pierce, J. L., T. Kostova, and K. T. Dirks. 2003. “The State of Psychological Ownership: Integrating and Extending a Century of Research.” Review of General Psychology 7 (1): 84–107. doi:10.1037/1089-2680.7.1.84.
  • Pierce, J. L., S. A. Rubenfeld, and S. Morgan. 1991. “Employee Ownership: A Conceptual Model of Process and Effects.” The Academy of Management Review 16 (1): 121–144. doi:10.2307/258609.
  • Pu, P., L. Chen, and R. Hu. 2011. “A User-Centric Evaluation Framework for Recommender Systems.” Proceedings of the Fifth ACM Conference on Recommender Systems.
  • Ricci, F., L. Rokach, and B. Shapira. 2011. “Introduction to Recommender Systems Handbook.” In Recommender Systems Handbook. edited by Ricci, F., Rokach, L., Shapira, B., Kantor P., 1–35. Boston: Springer.
  • Ricci, F., L. Rokach, and B. Shapira. 2015. “Recommender Systems: Introduction and Challenges.” In Recommender Systems Handbook. edited by Ricci, F., Rokach, L., Shapira, B., 1–34. Boston: Springer.
  • Schafer, J. B., D. Frankowski, J. Herlocker, and S. Sen. 2007. “Collaborative Filtering Recommender Systems.” In The Adaptive Web. edited by Brusilovsky, P., Kobsa, A., Nejdl W., 291–324. Berlin, Heidelberg: Springer.
  • Schafer, J. B., J. A. Konstan, and J. Riedl. 2001. “E-commerce Recommendation Applications.” Data Mining and Knowledge Discovery 5 (1-2): 115–153. doi:10.1023/A:1009804230409.
  • Seo, B.-G., and D.-H. Park. 2019. “The Effect of Message Framing on Security Behavior in Online Services: Focusing on the Shift of Time Orientation via Psychological Ownership.” Computers in Human Behavior 93: 357–369. doi:10.1016/j.chb.2018.12.035.
  • Shi, Y., M. Larson, and A. Hanjalic. 2014. “Collaborative Filtering Beyond the User-Item Matrix.” ACM Computing Surveys 47 (1): 1–45. doi:10.1145/2556270.
  • Sinclair, G., and J. Tinson. 2017. “Psychological Ownership and Music Streaming Consumption.” Journal of Business Research 71: 1–9. doi:10.1016/j.jbusres.2016.10.002.
  • Swearingen, K., and R. Sinha. 2002. “Interaction Design for Recommender Systems.” In Designing Interactive Systems.
  • Tintarev, N., and J. Masthoff. 2015. “Explaining Recommendations: Design and Evaluation.” In Recommender Systems Handbook. edited by Ricci, F., Rokach, L., Shapira, B., 353–382. Boston: Springer.
  • Van Dyne, L., and J. L. Pierce. 2004. “Psychological Ownership and Feelings of Possession: Three Field Studies Predicting Employee Attitudes and Organizational Citizenship Behavior.” Journal of Organizational Behavior: The International Journal of Industrial, Occupational and Organizational Psychology and Behavior 25 (4): 439–459. doi:10.1002/job.249.
  • Viglia, G., V. Tassiello, S. Gordon-Wilson, and L. Grazzini. 2019. “Predicting Consumers’ Cheating Behavior. The Role of Mental Representation of Goods and Psychological Ownership.” Psychology & Marketing 36 (11): 1039–1045. doi:10.1002/mar.21254.
  • Wei, J., J. He, K. Chen, Y. Zhou, and Z. Tang. 2017. “Collaborative Filtering and Deep Learning Based Recommendation System for Cold Start Items.” Expert Systems with Applications 69: 29–39. doi:10.1016/j.eswa.2016.09.040.
  • Zhao, Q., C.-D. Chen, and J.-L. Wang. 2016. “The Effects of Psychological Ownership and TAM on Social Media Loyalty: An Integrated Model.” Telematics and Informatics 33 (4): 959–972. doi:10.1016/j.tele.2016.02.007.
  • Ziegler, C.-N., S. M. McNee, J. A. Konstan, and G. Lausen. 2005. “Improving Recommendation Lists Through Topic Diversification.” Proceedings of the 14th International Conference on World Wide Web.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.