IDEAS home Printed from https://ideas.repec.org/a/spr/infosf/v15y2013i4d10.1007_s10796-013-9436-7.html
   My bibliography  Save this article

Rank-mediated collaborative tagging recommendation service using video-tag relationship prediction

Author

Listed:
  • Wei-Feng Tung

    (Fu-Jen Catholic University)

  • Ting-Yu Lee

    (Fu-Jen Catholic University)

Abstract

A great many tags and videos are shared and created by a mass of distributors on Web 2.0 video sharing sites. This increasing user-generated content can further benefit service innovation of collaborative tagging. In order to enhance efficient video retrieval and online video marketing (OVM) application, this research proposes a rank-mediated collaborative tagging recommendation service that allows the distributors predicting the ranks of video retrieval from the shared video archive using vote-promotion algorithm (VPA). The system experiments evaluate the number of tags and videos between simple text retrieval and VPA. The user surveys verify the relevance, helpfulness, and satisfaction of the recommended tags. From the perspectives of service innovation, this research is to develop a systematic and quantified a video-tag relationship prediction and recommendation self-service that can provide an intelligent collaborative tagging service on video sharing sites.

Suggested Citation

  • Wei-Feng Tung & Ting-Yu Lee, 2013. "Rank-mediated collaborative tagging recommendation service using video-tag relationship prediction," Information Systems Frontiers, Springer, vol. 15(4), pages 627-635, September.
  • Handle: RePEc:spr:infosf:v:15:y:2013:i:4:d:10.1007_s10796-013-9436-7
    DOI: 10.1007/s10796-013-9436-7
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10796-013-9436-7
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10796-013-9436-7?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Vargo, Stephen L. & Maglio, Paul P. & Akaka, Melissa Archpru, 2008. "On value and value co-creation: A service systems and service logic perspective," European Management Journal, Elsevier, vol. 26(3), pages 145-152, June.
    2. Loet Leydesdorff & Liwen Vaughan, 2006. "Co‐occurrence matrices and their applications in information science: Extending ACA to the Web environment," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 57(12), pages 1616-1628, October.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Mukul Gupta & Pradeep Kumar & Bharat Bhasker, 2019. "DPRel: A Meta-Path Based Relevance Measure for Mining Heterogeneous Networks," Information Systems Frontiers, Springer, vol. 21(5), pages 979-995, October.
    2. Casey K. Fung & Patrick C. K. Hung, 2013. "Information and knowledge management in online rich presence services," Information Systems Frontiers, Springer, vol. 15(4), pages 521-523, September.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Saarijärvi, Hannu & Mitronen, Lasse & Yrjölä, Mika, 2014. "From selling to supporting – Leveraging mobile services in the context of food retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 21(1), pages 26-36.
    2. Loet Leydesdorff & Dieter Franz Kogler & Bowen Yan, 2017. "Mapping patent classifications: portfolio and statistical analysis, and the comparison of strengths and weaknesses," Scientometrics, Springer;Akadémiai Kiadó, vol. 112(3), pages 1573-1591, September.
    3. Seppo Kuula & Harri Haapasalo & Arto Tolonen, 2018. "Cost-efficient co-creation of knowledge intensive business services," Service Business, Springer;Pan-Pacific Business Association, vol. 12(4), pages 779-808, December.
    4. Högström, Claes & Tronvoll, Bård, 2012. "The enactment of socially embedded service systems: Fear and resourcing in the London Borough of Sutton," European Management Journal, Elsevier, vol. 30(5), pages 427-437.
    5. Cassandra France & Debra Grace & Joseph Lo Iacono & Joan Carlini, 0. "Exploring the interplay between customer perceived brand value and customer brand co-creation behaviour dimensions," Journal of Brand Management, Palgrave Macmillan, vol. 0, pages 1-15.
    6. van Eck, N.J.P. & Waltman, L., 2009. "How to Normalize Co-Occurrence Data? An Analysis of Some Well-Known Similarity Measures," ERIM Report Series Research in Management ERS-2009-001-LIS, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    7. Rodolfo Vázquez-Casielles & Víctor Iglesias & Concepción Varela-Neira, 2017. "Co-creation and service recovery process communication: effects on satisfaction, repurchase intentions, and word of mouth," Service Business, Springer;Pan-Pacific Business Association, vol. 11(2), pages 321-343, June.
    8. Mahavarpour, Nasrin & Marvi, Reza & Foroudi, Pantea, 2023. "A Brief History of Service Innovation: The evolution of past, present, and future of service innovation," Journal of Business Research, Elsevier, vol. 160(C).
    9. Dziewanowska Katarzyna & Kacprzak Agnieszka, 2023. "The Influence of Engagement in Value Co-Creation on E-Learning Experience and Student Satisfaction: An Empirical Study," Marketing of Scientific and Research Organizations, Sciendo, vol. 48(2), pages 61-80, June.
    10. Acharya, Abhilash & Singh, Sanjay Kumar & Pereira, Vijay & Singh, Poonam, 2018. "Big data, knowledge co-creation and decision making in fashion industry," International Journal of Information Management, Elsevier, vol. 42(C), pages 90-101.
    11. Trong Tuan Luu, 2019. "CSR and Customer Value Co-creation Behavior: The Moderation Mechanisms of Servant Leadership and Relationship Marketing Orientation," Journal of Business Ethics, Springer, vol. 155(2), pages 379-398, March.
    12. Plé, Loïc & Demangeot, Catherine, 2020. "Social contagion of online and offline deviant behaviors and its value outcomes: The case of tourism ecosystems," Journal of Business Research, Elsevier, vol. 117(C), pages 886-896.
    13. Sharifah Faridah Syed Alwi & T. C. Melewar & Maria Teresa Cuomo & Manfred Schwaiger, 2020. "Digital Society and Corporate Reputation: Towards the Next Generation of Insights," Corporate Reputation Review, Palgrave Macmillan, vol. 23(3), pages 129-132, August.
    14. Jesper W. Schneider & Birger Larsen & Peter Ingwersen, 2009. "A comparative study of first and all-author co-citation counting, and two different matrix generation approaches applied for author co-citation analyses," Scientometrics, Springer;Akadémiai Kiadó, vol. 80(1), pages 103-130, July.
    15. Russell, Martha G. & Smorodinskaya, Nataliya V., 2018. "Leveraging complexity for ecosystemic innovation," Technological Forecasting and Social Change, Elsevier, vol. 136(C), pages 114-131.
    16. Sheng Tun Li & Thuong Thi Pham & Hui Chi Chuang & Zhi-Wei Wang, 2016. "Does reliable information matter? Towards a trustworthy co-created recommendation model by mining unboxing reviews," Information Systems and e-Business Management, Springer, vol. 14(1), pages 71-99, February.
    17. Jimi Adams & Ryan Light, 2014. "Mapping Interdisciplinary Fields: Efficiencies, Gaps and Redundancies in HIV/AIDS Research," PLOS ONE, Public Library of Science, vol. 9(12), pages 1-13, December.
    18. Georg Groh & Christoph Fuchs, 2011. "Multi-modal social networks for modeling scientific fields," Scientometrics, Springer;Akadémiai Kiadó, vol. 89(2), pages 569-590, November.
    19. Kazak Jan K. & Simeunović Nataša & Hendricks Andreas, 2019. "Hidden Public Value Identification of Real Estate Management Decisions," Real Estate Management and Valuation, Sciendo, vol. 27(4), pages 96-104, December.
    20. Hao Wang & Sanhong Deng & Xinning Su, 2016. "A study on construction and analysis of discipline knowledge structure of Chinese LIS based on CSSCI," Scientometrics, Springer;Akadémiai Kiadó, vol. 109(3), pages 1725-1759, December.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:infosf:v:15:y:2013:i:4:d:10.1007_s10796-013-9436-7. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.