Search Results - subject:"Recommendation System"

Longitudinal Impact of Preference Biases on Recommender Systems' Performance

Zhou, Meizi; Zhang, Jingjng; Adomavicius, Gediminas - 2022

Research studies have shown that recommender systems' predictions that are observed by users can cause biases in users' post-consumption preference ratings. Because users' preference ratings are typically fed back to the system as training data for future predictions, this process is likely to...

Persistent link: https://www.econbiz.de/10014089193

Personalised recommendation of smart home products based on convolution neural network

Luo, Xiaoyuan; Liu, Jun - In: International journal of product development : IJPD 26 (2022) 1/4, pp. 52-63

Persistent link: https://www.econbiz.de/10014230085

The economics of recommender systems : evidence from a field experiment on MovieLens

Aridor, Guy; Gonçalves, Duarte; Kluver, Daniel; Kong, … - 2022

We conduct a field experiment on a movie-recommendation platform to identify if and how recommendations affect consumption. We use within-consumer randomization at the good level and elicit beliefs about unconsumed goods to disentangle exposure from informational effects. We find recommendations...

Persistent link: https://www.econbiz.de/10013463620

Consumer response to online behavioral advertising in a social media context : the role of perceived ad complicity

Ghanbarpour, Tohid; Sahabeh, Easa; Gustafsson, Anders - In: Psychology & marketing 39 (2022) 10, pp. 1853-1870

Persistent link: https://www.econbiz.de/10013465120

How Do Recommender Systems Lead to Consumer Purchases? A Causal Mediation Analysis of a Field Experiment

Li, Xitong; Grahl, Jörn; Hinz, Oliver - 2022

How do recommender systems induce consumers to buy? Extant research neglects to examine the causal paths through which the use of recommender systems leads to consumer purchases. In this study, we conduct a randomized controlled field experiment on the website of an online book retailer and...

Persistent link: https://www.econbiz.de/10014243242

An approach using E-Khool user log data for e-learning recommendation system

Vijaya, P.; Selvi, M. - In: Journal of information & knowledge management : JIKM 21 (2022) 3, pp. 1-17

Persistent link: https://www.econbiz.de/10013411268

Query execution time analysis using apache spark framework for big data : a CRM approach

Yadav, Madan Lal - In: Journal of information & knowledge management : JIKM 21 (2022) 4, pp. 1-17

Persistent link: https://www.econbiz.de/10014245411

Prick the filter bubble : a novel cross domain recommendation model with adaptive diversity regularization

Sun, Jianshan; Song, Jian; Jiang, Yuanchun; Liu, Yezheng; … - In: Electronic markets : EM ; the international journal of … 32 (2022) 1, pp. 101-121

Persistent link: https://www.econbiz.de/10013271598

Streaming platform and strategic recommendation bias

Bourreau, Marc; Gaudin, Germain - 2018

when the platform uses its personalized recommendation system to steer consumers from one content provider to another. We … establish the conditions under which the recommendation system allows the platform to credibly threaten upstream providers to … increase its profit by reducing the royalty rate it pays to content providers through the use of a recommendation system which …

Persistent link: https://www.econbiz.de/10011941246

Recommending AI based on Quantified Self : investigating the mechanism of consumer acceptance of AI recommendations

Li, Aoxue; Ding, Zhengping; Sun, Chunhua; Liu, Yezheng - In: Electronic markets : EM ; the international journal of … 34 (2024) 1, pp. 1-15

Persistent link: https://www.econbiz.de/10015191713