Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
skip to main content
10.1145/1718918.1718953acmconferencesArticle/Chapter ViewAbstractPublication PagescscwConference Proceedingsconference-collections
research-article

Is it really about me?: message content in social awareness streams

Published: 06 February 2010 Publication History

Abstract

In this work we examine the characteristics of social activity and patterns of communication on Twitter, a prominent example of the emerging class of communication systems we call "social awareness streams." We use system data and message content from over 350 Twitter users, applying human coding and quantitative analysis to provide a deeper understanding of the activity of individuals on the Twitter network. In particular, we develop a content-based categorization of the type of messages posted by Twitter users, based on which we examine users' activity. Our analysis shows two common types of user behavior in terms of the content of the posted messages, and exposes differences between users in respect to these activities.

References

[1]
Burke, M., Marlow, C., and Lento, T. Feed me: motivating newcomer contribution in social network sites. In Proc. CHI '09. ACM Press (2009), 945--954.
[2]
Ellison, N.B., Steinfield, C. and Lampe, C. The Benefits of Facebook "Friends:" Social Capital and College Students' Use of Online Social Network Sites. Comp.-Mediated Comm. 12, 4 (2007), 1143--1168
[3]
Honeycutt, C., & Herring, S. Beyond microblogging: Conversation and collaboration via Twitter. In Proc. HICSS '09. IEEE Press (2009).
[4]
Huberman, B., Romero, D., and Wu, F. Social networks that matter: Twitter under the microscope. First Monday {Online} 14, 1 (2008).
[5]
Java, A., Song, X., Finin, T., and Tseng, B. Why we twitter: understanding microblogging usage and communities. In Proc. WebKDD/SNA-KDD '07, ACM Press (2007).
[6]
Krishnamurthy, B., Gill, P., and Arlitt, M. A few chirps about twitter. In Proc. WOSP '08. ACM Press (2008).
[7]
Lampe, C., Ellison, N.B., and Steinfield, C. Changes in use and perception of facebook. In Proc. CSCW '08, ACM Press (2008), 721--730.
[8]
Sun, E., Rosenn, I., Marlow, C., Lento, T. Gesundheit! Modeling Contagion through Facebook News Feed. In Proc. ICWSM '09, AAAI (2009)

Cited By

View all
  • (2025)The Influence of Anonymity and Social Ties on Personal Experience Sharing: A Comprehensive Mixed-Methods StudyProceedings of the ACM on Human-Computer Interaction10.1145/37012109:1(1-22)Online publication date: 10-Jan-2025
  • (2024)Sharing to Persuade: The Role of Donor- Versus Charity-Focused Word of MouthJournal of Marketing Research10.1177/00222437241268491Online publication date: 14-Oct-2024
  • (2024)Exploring Activity-Sharing Response Differences Between Broad-Purpose and Dedicated Online Social PlatformsProceedings of the ACM on Human-Computer Interaction10.1145/36868988:CSCW2(1-37)Online publication date: 8-Nov-2024
  • Show More Cited By

Index Terms

  1. Is it really about me?: message content in social awareness streams

    Recommendations

    Comments

    Information & Contributors

    Information

    Published In

    cover image ACM Conferences
    CSCW '10: Proceedings of the 2010 ACM conference on Computer supported cooperative work
    February 2010
    468 pages
    ISBN:9781605587950
    DOI:10.1145/1718918
    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]

    Sponsors

    Publisher

    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 06 February 2010

    Permissions

    Request permissions for this article.

    Check for updates

    Author Tags

    1. communication systems
    2. social media
    3. twitter

    Qualifiers

    • Research-article

    Conference

    CSCW '10
    Sponsor:
    CSCW '10: Computer Supported Cooperative Work
    February 6 - 10, 2010
    Georgia, Savannah, USA

    Acceptance Rates

    Overall Acceptance Rate 2,235 of 8,521 submissions, 26%

    Upcoming Conference

    CSCW '25

    Contributors

    Other Metrics

    Bibliometrics & Citations

    Bibliometrics

    Article Metrics

    • Downloads (Last 12 months)149
    • Downloads (Last 6 weeks)6
    Reflects downloads up to 03 Feb 2025

    Other Metrics

    Citations

    Cited By

    View all
    • (2025)The Influence of Anonymity and Social Ties on Personal Experience Sharing: A Comprehensive Mixed-Methods StudyProceedings of the ACM on Human-Computer Interaction10.1145/37012109:1(1-22)Online publication date: 10-Jan-2025
    • (2024)Sharing to Persuade: The Role of Donor- Versus Charity-Focused Word of MouthJournal of Marketing Research10.1177/00222437241268491Online publication date: 14-Oct-2024
    • (2024)Exploring Activity-Sharing Response Differences Between Broad-Purpose and Dedicated Online Social PlatformsProceedings of the ACM on Human-Computer Interaction10.1145/36868988:CSCW2(1-37)Online publication date: 8-Nov-2024
    • (2024)On Being an Expert: Habitus as a Lens for Understanding Privacy ExpertiseProceedings of the ACM on Human-Computer Interaction10.1145/36373798:CSCW1(1-25)Online publication date: 26-Apr-2024
    • (2024)Reaching the Public with Twitter: The Reputation Value of CEOsInternational Review of Economics & Finance10.1016/j.iref.2024.05.043Online publication date: May-2024
    • (2024)An ecology of meaning: An integrative framework for understanding human motivations10.1016/bs.adms.2024.03.004(75-121)Online publication date: 2024
    • (2024)Measuring the Dimensions of Experiential-Sharing BehaviorEconomic Recovery, Consolidation, and Sustainable Growth10.1007/978-3-031-42511-0_9(143-165)Online publication date: 4-Jan-2024
    • (2023)Less vigilant in the mobile era? A comparison of information processing on mobile phones and personal computersNew Media & Society10.1177/14614448231209475Online publication date: 30-Nov-2023
    • (2023)A Stack-Propagation Framework for Low-Resource Personalized Dialogue GenerationACM Transactions on Information Systems10.1145/356338941:3(1-36)Online publication date: 4-Apr-2023
    • (2023)A Data Analytics-Based Study on Campaigns and Hashtags Movements Related to the Production of Fashion GoodsInternational Symposium on Intelligent Informatics10.1007/978-981-19-8094-7_6(77-88)Online publication date: 5-Apr-2023
    • Show More Cited By

    View Options

    Login options

    View options

    PDF

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader

    Figures

    Tables

    Media

    Share

    Share

    Share this Publication link

    Share on social media