Prediction of social welfare with consideration for boredom

DOI

Bibliographic Information

Other Title
  • 飽きを考慮したsocial welfareの予測

Description

<p>When people are faced with a number of action choices, the issue of how to find an appropriate action is important to enjoy a comfortable life. In previous works, some models have been developed to predict social welfare, i.e., the similarity between a user’s interest and her action choice, by which the best action can be suggested for each user. Although they consider a scenario where a user’s interest may be affected by actions which she did in the past, they make a restrictive assumption that her interest should increase or decrease monotonically when similar actions are repeated. In this paper, we propose a new model that can mimic the scenario of boredom that user’s interest initially increases and progressively decreases through repeated similar actions. We fit the model parameter based on a real-world data, and discuss about the obtained result.</p>

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Keywords

Details 詳細情報について

  • CRID
    1390288370504089088
  • NII Article ID
    130008051540
  • DOI
    10.11517/pjsai.jsai2021.0_1i2gs4a03
  • ISSN
    27587347
  • Text Lang
    ja
  • Data Source
    • JaLC
    • CiNii Articles
  • Abstract License Flag
    Disallowed

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