An overview of consensus models for group decision-making and group recommender systems
Group decision-making processes can be supported by group recommender systems that
help groups of users obtain satisfying decision outcomes. These systems integrate a …
help groups of users obtain satisfying decision outcomes. These systems integrate a …
[HTML][HTML] A personality-aware group recommendation system based on pairwise preferences
Human personality plays a crucial role in decision-making and it has paramount importance
when individuals negotiate with each other to reach a common group decision. Such …
when individuals negotiate with each other to reach a common group decision. Such …
Assessing top-preferences
CLA Clarke, A Vtyurina, MD Smucker - ACM Transactions on Information …, 2021 - dl.acm.org
Assessors make preference judgments faster and more consistently than graded judgments.
Preference judgments can also recognize distinctions between items that appear equivalent …
Preference judgments can also recognize distinctions between items that appear equivalent …
Diverse user preference elicitation with multi-armed bandits
J Parapar, F Radlinski - Proceedings of the 14th ACM international …, 2021 - dl.acm.org
Personalized recommender systems rely on knowledge of user preferences to produce
recommendations. While those preferences are often obtained from past user interactions …
recommendations. While those preferences are often obtained from past user interactions …
Recommender systems in tourism
F Ricci - Handbook of e-Tourism, 2022 - Springer
Recommender systems (RSs) are information search and filtering tools that provide
suggestions for items to be of use to a user. They are now common in many Internet …
suggestions for items to be of use to a user. They are now common in many Internet …
Can virtual assistants produce recommendations?
D Rafailidis, Y Manolopoulos - … of the 9th international conference on …, 2019 - dl.acm.org
Virtual assistants, also known as intelligent conversational systems such as Google's Virtual
Assistant and Apple's Siri, interact with human-like responses to users' queries and finish …
Assistant and Apple's Siri, interact with human-like responses to users' queries and finish …
Preference-based offline evaluation
A core step in production model research and development involves the offline evaluation of
a system before production deployment. Traditional offline evaluation of search …
a system before production deployment. Traditional offline evaluation of search …
Understanding political divisiveness using online participation data from the 2022 French and Brazilian presidential elections
Digital technologies can augment civic participation by facilitating the expression of detailed
political preferences. Yet, digital participation efforts often rely on methods optimized for …
political preferences. Yet, digital participation efforts often rely on methods optimized for …
The technological gap between virtual assistants and recommendation systems
D Rafailidis, Y Manolopoulos - arXiv preprint arXiv:1901.00431, 2018 - arxiv.org
Virtual assistants, also known as intelligent conversational systems such as Google's Virtual
Assistant and Apple's Siri, interact with human-like responses to users' queries and finish …
Assistant and Apple's Siri, interact with human-like responses to users' queries and finish …
Learning Linear Utility Functions From Pairwise Comparison Queries
We study learnability of linear utility functions from pairwise comparison queries. In
particular, we consider two learning objectives. The first objective is to predict out-of-sample …
particular, we consider two learning objectives. The first objective is to predict out-of-sample …