An approach to user knowledge acquisition in product design

Collaborative filtering and deep learning based recommendation system for cold start items

Wei Jian, Jianhua He, Kai Chen et al. · Expert Systems with Applications · 2016 · 714 citations · Full text

Computing, Computer Science, Data Mining +16

Deep Learning based Recommender System: A Survey and New Perspectives

Shuai Zhang, Lina Yao, Aixin Sun · arXiv (Cornell University) · 2017 · 656 citations · Full text

Computing, Computer Science, Information Retrieval +14

Bridging sustainable business model innovation and user-driven innovation: A process for sustainable value proposition design

Brian Baldassarre, Giulia Calabretta, Nancy Bocken et al. · Journal of Cleaner Production · 2017 · 415 citations · Full text

Management, Innovation Management, Strategic Management +16

The diversity of participatory design research practice at PDC 2002–2012

Kim Halskov, Nicolai Brodersen Hansen · International Journal of Human-Computer Studies · 2014 · 361 citations · Full text

Arts, Design, Design Theory +9

A non negative matrix factorization for collaborative filtering recommender systems based on a Bayesian probabilistic model

Antonio Hernando, Jesús Bobadilla, Fernando Ortega · Knowledge-Based Systems · 2016 · 308 citations

Computing, Data Science, Machine Learning +12