Multistakeholder recommendation: Survey and research directions

H Abdollahpouri, G Adomavicius, R Burke, I Guy… - User Modeling and User …, 2020 - Springer
recommendation, highlighting example research areas and discussing important issues, open
questions, and prospective research directions. … how recommendation explanation could …

Side Information-Driven Session-based Recommendation: A Survey

X Zhang, B Xu, C Li, Y Zhou, L Li, H Lin - arXiv preprint arXiv:2402.17129, 2024 - arxiv.org
… Review information consists of written comments provided by users who have purchased …
and Future Directions In this section, we identify and discuss several open research directions, …

A–Z survey of Internet of Things: Architectures, protocols, applications, recent advances, future directions and recommendations

W Kassab, KA Darabkh - Journal of Network and Computer Applications, 2020 - Elsevier
… challenges, as well as in-depth analysis of IoT research history and recommendations that
… As a result, we provide recommendations that will certainly attract most IoT researchers. …

[HTML][HTML] Digital nudging with recommender systems: Survey and future directions

M Jesse, D Jannach - Computers in Human Behavior Reports, 2021 - Elsevier
… as information filters or provide us with suggestions for additionally relevant content. These
systems thereby influence which information … We provide a survey of research works in which …

A survey on accuracy-oriented neural recommendation: From collaborative filtering to information-rich recommendation

L Wu, X He, X Wang, K Zhang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… would give a detailed summary of the content-enriched recommendation and context-aware …
Therefore, we outline some possible directions that deserve more research efforts from the …

Fairness in recommender systems: research landscape and future directions

Y Deldjoo, D Jannach, A Bellogin, A Difonzo… - User Modeling and User …, 2024 - Springer
… , we were therefore interested in which general types of contributions we find in the computer
science and information systems literature on fair recommendation. Based on the analysis …

Bias and debias in recommender system: A survey and future directions

J Chen, H Dong, X Wang, F Feng, M Wang… - … on Information Systems, 2023 - dl.acm.org
… on recommendationdirections, with the hope of inspiring more research work on this
important yet less investigated topic. The summary of debiasing methods reviewed in this survey

Nonresponse bias in survey‐based entrepreneurship research: A review, investigation, and recommendations

DJ Scheaf, AC Loignon, JW Webb… - Strategic …, 2023 - Wiley Online Library
recommendations, we offer a checklist for reviewers and editors to consider as they critically
evaluate survey-based research … In summary, entrepreneurship researchers face a unique …

Recommendation systems: An insight into current development and future research challenges

M Marcuzzo, A Zangari, A Albarelli… - IEEE Access, 2022 - ieeexplore.ieee.org
summary of current research. The work by [8] provides an excellent categorization of
recommendation … The ideas and research directions taken by different fellow researchers are still …

A survey of algorithmic recourse: contrastive explanations and consequential recommendations

AH Karimi, G Barthe, B Schölkopf, I Valera - ACM Computing Surveys, 2022 - dl.acm.org
research directions … of study, academic record, etc.), it is impossible for our student to act
on their birthplace for recourse (ie, a plausible explanation but an infeasible recommendation). …