Leveraging exploratory search with personality traits and interactional context
作者:
Highlights:
• We assist users in their explorations by providing relevant recommendations.
• We rely on HMMs for analyzing interactional context.
• We train a Global and a Personality based HMM model.
• We compare a Global and a Personality based system with a baseline.
• Results show that Personality exploitation enhance exploratory search performance.
摘要
•We assist users in their explorations by providing relevant recommendations.•We rely on HMMs for analyzing interactional context.•We train a Global and a Personality based HMM model.•We compare a Global and a Personality based system with a baseline.•Results show that Personality exploitation enhance exploratory search performance.
论文关键词:Interactional context,Personality,Exploratory search,Hidden Markov Model,Predictions
论文评审过程:Received 28 April 2017, Revised 20 March 2018, Accepted 1 April 2018, Available online 14 May 2018, Version of Record 14 May 2018.
论文官网地址:https://doi.org/10.1016/j.ipm.2018.04.001