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Identifying and Predicting Temporal Change of Basic Human Values from Social Network Usage

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ASONAM '17: Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017

Pages 619 - 620

https://doi.org/10.1145/3110025.3110087

Published: 31 July 2017 Publication History

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Abstract

Basic Human Values represent a set of values such as security, independence, success, kindness, and pleasure what we think are important to our lives. Each of us holds different values with different degrees of importance. Existing studies show that values of a person can be identified from her social network usage. However, the value priority of a person may change over time due to different factors such as time, event, influence, social structure, and technology. In this research, we are the first to investigate whether the change of value priorities can be identified from social network usage. We have proposed a HMM based technique to capture the change of values of a person.

References

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G. Hsieh, J. Chen, J. U. Mahmud, and J. Nichols, "You read what you value: understanding personal values and reading interests," in CHI. ACM, 2014, pp. 983--986.

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M. S. H. Mukta, E. M. Khan, M. E. Ali, and J. Mahmud, "Predicting movie genre preferences from personality and values of social media users," in ICWSM, 2017, pp. 624--627.

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Sakib NJamil SMukta S(2022)A Novel Approach on Machine Learning based Data Warehousing for Intelligent Healthcare Services2022 IEEE Region 10 Symposium (TENSYMP)10.1109/TENSYMP54529.2022.9864564(1-5)Online publication date: 1-Jul-2022
https://doi.org/10.1109/TENSYMP54529.2022.9864564
Fateha MHossain Mukta MHossain MAl Islam MIslam S(2022)SlotFinder: A Spatio-temporal based Car Parking System2022 25th International Conference on Computer and Information Technology (ICCIT)10.1109/ICCIT57492.2022.10055168(114-119)Online publication date: 17-Dec-2022
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Riad SAhmed MHimel MAhmed Mhasan MMim AZaman AIslam SMukta M(2022)Prediction of Soil Nutrients Using Hyperspectral Satellite ImagingProceedings of International Conference on Fourth Industrial Revolution and Beyond 202110.1007/978-981-19-2445-3_12(183-198)Online publication date: 4-Oct-2022
https://doi.org/10.1007/978-981-19-2445-3_12
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Identifying and Predicting Temporal Change of Basic Human Values from Social Network Usage
1. Human-centered computing
  1. Human computer interaction (HCI)
    1. Interaction paradigms

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Published In

ASONAM '17: Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017

July 2017

698 pages

ISBN:9781450349932

DOI:10.1145/3110025

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

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Published: 31 July 2017

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SIGKDD

ASONAM '17: Advances in Social Networks Analysis and Mining 2017

July 31 - August 3, 2017

Sydney, Australia

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Overall Acceptance Rate 116 of 549 submissions, 21%

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Sakib NJamil SMukta S(2022)A Novel Approach on Machine Learning based Data Warehousing for Intelligent Healthcare Services2022 IEEE Region 10 Symposium (TENSYMP)10.1109/TENSYMP54529.2022.9864564(1-5)Online publication date: 1-Jul-2022
https://doi.org/10.1109/TENSYMP54529.2022.9864564
Fateha MHossain Mukta MHossain MAl Islam MIslam S(2022)SlotFinder: A Spatio-temporal based Car Parking System2022 25th International Conference on Computer and Information Technology (ICCIT)10.1109/ICCIT57492.2022.10055168(114-119)Online publication date: 17-Dec-2022
https://doi.org/10.1109/ICCIT57492.2022.10055168
Riad SAhmed MHimel MAhmed Mhasan MMim AZaman AIslam SMukta M(2022)Prediction of Soil Nutrients Using Hyperspectral Satellite ImagingProceedings of International Conference on Fourth Industrial Revolution and Beyond 202110.1007/978-981-19-2445-3_12(183-198)Online publication date: 4-Oct-2022
https://doi.org/10.1007/978-981-19-2445-3_12
Mukta MAli MMahmud J(2019)Temporal modeling of basic human values from social network usageJournal of the Association for Information Science and Technology10.1002/asi.2409970:2(151-163)Online publication date: 4-Jan-2019
https://dl.acm.org/doi/10.1002/asi.24099

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