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