Consumer preference analysis: Diverse preference learning with online ratings
P Ren, X Liu, WG Zhang - Omega, 2024 - Elsevier
In the information age, there is a growing need to process and analyze the great number of
online reviews to understand consumer preferences and product reputations. Instead of …
online reviews to understand consumer preferences and product reputations. Instead of …
Mining Maximum Ordinal-Cardinal Consensus for Large-Scale Group Decision Making with Incomplete Fuzzy Preference Relations
In large-scale group decision-making (LSGDM), incomplete preferences often arise due to
the complexity of LSGDM or the limited experience of decision-makers (DMs). When DMs …
the complexity of LSGDM or the limited experience of decision-makers (DMs). When DMs …
Approval-based committee voting in practice: a case study of (over-) representation in the Polkadot blockchain
We provide the first large-scale data collection of real-world approval-based committee
elections. These elections have been conducted on the Polkadot blockchain as part of their …
elections. These elections have been conducted on the Polkadot blockchain as part of their …
[HTML][HTML] Determining investment allocation strategies to improve consumer satisfaction based on a preference learning model
Mining product attribute performance, importance, and their (a) symmetric impacts on
consumer satisfaction from online reviews is crucial for enterprises to formulate real-time …
consumer satisfaction from online reviews is crucial for enterprises to formulate real-time …
An incremental preference elicitation-based approach to learning potentially non-monotonic preferences in multi-criteria sorting
Leveraging assignment example preference information, to determine the shape of marginal
utility functions and category thresholds of the threshold-based multi-criteria sorting (MCS) …
utility functions and category thresholds of the threshold-based multi-criteria sorting (MCS) …
Improving preference disaggregation in multicriteria decision making: incorporating time series analysis and a multi-objective approach
BSC Campello, S BenAmor, LT Duarte… - Information Sciences, 2025 - Elsevier
Preference disaggregation analysis (PDA) is an approach in multicriteria decision analysis
that aims to extract preferential information from holistic judgments provided by decision …
that aims to extract preferential information from holistic judgments provided by decision …
Best-Worst Disaggregation: An approach to the preference disaggregation problem
Preference disaggregation methods in Multi-Criteria Decision-Making (MCDM) often
encounter challenges related to inconsistency and cognitive biases when deriving a value …
encounter challenges related to inconsistency and cognitive biases when deriving a value …