Incremental Bilateral Preference Stable Planning over Event Based Social Networks

In recent years, Event Based Social Networks (EBSNs) appear in people’s daily life and are becoming increasing popular. In EBSNs, one typical task is to make personalized plans for users. Existing studies only consider the preference of users. They make plans by selecting interesting events for user...

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Main Authors: Boyang Li, Yurong Cheng, Guoren Wang, Yongjiao Sun
Format: Article
Language:English
Published: Wiley 2019-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2019/1532013
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author Boyang Li
Yurong Cheng
Guoren Wang
Yongjiao Sun
author_facet Boyang Li
Yurong Cheng
Guoren Wang
Yongjiao Sun
author_sort Boyang Li
collection DOAJ
description In recent years, Event Based Social Networks (EBSNs) appear in people’s daily life and are becoming increasing popular. In EBSNs, one typical task is to make personalized plans for users. Existing studies only consider the preference of users. They make plans by selecting interesting events for users. However, for organizers of events, they also would like more high-quality users to participate in their events, which may make the events more exciting. Existing studies are user-centered and ignore the requirement of organizers. What is more, organizers are allowed to modify their events dynamically before they are held. The platforms should be able to dynamically adjust the schedules of users. Therefore, we identify a new Incremental Bilateral Preference Stable Planning (IBPSP) problem over EBSNs and propose several solutions to deal with different situations. We conduct extensive experiments to verify the efficiency and effectiveness of the proposed algorithms.
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institution Kabale University
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language English
publishDate 2019-01-01
publisher Wiley
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series Complexity
spelling doaj-art-42542fe1c64c404fa07aaf5ebb9be32a2025-02-03T00:59:58ZengWileyComplexity1076-27871099-05262019-01-01201910.1155/2019/15320131532013Incremental Bilateral Preference Stable Planning over Event Based Social NetworksBoyang Li0Yurong Cheng1Guoren Wang2Yongjiao Sun3School of Computer Science and Engineering, Northeastern University, Shenyang 110819, ChinaSchool of Computer Science and Technology, Beijing Institute of Technology, Beijing 100081, ChinaSchool of Computer Science and Technology, Beijing Institute of Technology, Beijing 100081, ChinaSchool of Computer Science and Engineering, Northeastern University, Shenyang 110819, ChinaIn recent years, Event Based Social Networks (EBSNs) appear in people’s daily life and are becoming increasing popular. In EBSNs, one typical task is to make personalized plans for users. Existing studies only consider the preference of users. They make plans by selecting interesting events for users. However, for organizers of events, they also would like more high-quality users to participate in their events, which may make the events more exciting. Existing studies are user-centered and ignore the requirement of organizers. What is more, organizers are allowed to modify their events dynamically before they are held. The platforms should be able to dynamically adjust the schedules of users. Therefore, we identify a new Incremental Bilateral Preference Stable Planning (IBPSP) problem over EBSNs and propose several solutions to deal with different situations. We conduct extensive experiments to verify the efficiency and effectiveness of the proposed algorithms.http://dx.doi.org/10.1155/2019/1532013
spellingShingle Boyang Li
Yurong Cheng
Guoren Wang
Yongjiao Sun
Incremental Bilateral Preference Stable Planning over Event Based Social Networks
Complexity
title Incremental Bilateral Preference Stable Planning over Event Based Social Networks
title_full Incremental Bilateral Preference Stable Planning over Event Based Social Networks
title_fullStr Incremental Bilateral Preference Stable Planning over Event Based Social Networks
title_full_unstemmed Incremental Bilateral Preference Stable Planning over Event Based Social Networks
title_short Incremental Bilateral Preference Stable Planning over Event Based Social Networks
title_sort incremental bilateral preference stable planning over event based social networks
url http://dx.doi.org/10.1155/2019/1532013
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AT yurongcheng incrementalbilateralpreferencestableplanningovereventbasedsocialnetworks
AT guorenwang incrementalbilateralpreferencestableplanningovereventbasedsocialnetworks
AT yongjiaosun incrementalbilateralpreferencestableplanningovereventbasedsocialnetworks