IDEAS home Printed from https://ideas.repec.org/a/spr/infosf/v15y2013i3d10.1007_s10796-012-9399-0.html
   My bibliography  Save this article

A virtual mart for knowledge discovery in databases

Author

Listed:
  • Claudia Diamantini

    (Universitá Politecnica delle Marche)

  • Domenico Potena

    (Universitá Politecnica delle Marche)

  • Emanuele Storti

    (Universitá Politecnica delle Marche)

Abstract

The Web has profoundly reshaped our vision of information management and processing, enlightening the power of a collaborative model of information production and consumption. This new vision influences the Knowledge Discovery in Databases domain as well. In this paper we propose a service-oriented, semantic-supported approach to the development of a platform for sharing and reuse of resources (data processing and mining techniques), enabling the management of different implementations of the same technique and characterized by a community-centered attitude, with functionalities for both resource production and consumption, facilitating end-users with different skills as well as resource providers with different technical and domain specific capabilities. We first describe the semantic framework underlying the approach, then we demonstrate how this framework is exploited to give different functionalities to users through the presentation of the platform functionalities.

Suggested Citation

  • Claudia Diamantini & Domenico Potena & Emanuele Storti, 2013. "A virtual mart for knowledge discovery in databases," Information Systems Frontiers, Springer, vol. 15(3), pages 447-463, July.
    • Handle: RePEc:spr:infosf:v:15:y:2013:i:3:d:10.1007_s10796-012-9399-0
    DOI: 10.1007/s10796-012-9399-0
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10796-012-9399-0
    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/s10796-012-9399-0?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. Dunlu Peng & Xiaoling Wang & Aoying Zhou, 2007. "VsLattice: A vector-based conceptual index structure for web service retrieval," Information Systems Frontiers, Springer, vol. 9(4), pages 423-437, September.
    2. Janice Glasgow & Igor Jurisica, 2006. "Introduction: Knowledge Discovery in High-Throughput Biological Domains," Information Systems Frontiers, Springer, vol. 8(1), pages 5-7, February.
    3. Been-Chian Chien & Chih-Hung Hu & Ming-Yi Ju, 2009. "Learning fuzzy concept hierarchy and measurement with node labeling," Information Systems Frontiers, Springer, vol. 11(5), pages 551-559, November.
    4. David Bell & Sergio Cesare & Nicola Iacovelli & Mark Lycett & Antonio Merico, 2007. "A framework for deriving semantic web services," Information Systems Frontiers, Springer, vol. 9(1), pages 69-84, March.
    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. Rajat Kumar Behera & Pradip Kumar Bala & Nripendra P. Rana & Hatice Kizgin, 2022. "A Techno-Business Platform to Improve Customer Experience Following the Brand Crisis Recovery: A B2B Perspective," Information Systems Frontiers, Springer, vol. 24(6), pages 2027-2051, December.
    2. Yan Li & Manoj A. Thomas & Kweku-Muata Osei-Bryson, 0. "Ontology-based data mining model management for self-service knowledge discovery," Information Systems Frontiers, Springer, vol. 0, pages 1-19.
    3. Malu Castellanos & Florian Daniel & Irene Garrigós & Jose-Norberto Mazón, 2013. "Business Intelligence and the Web," Information Systems Frontiers, Springer, vol. 15(3), pages 307-309, July.
    4. Adolfo Crespo Márquez & Antonio de la Fuente Carmona & Sara Antomarioni, 2019. "A Process to Implement an Artificial Neural Network and Association Rules Techniques to Improve Asset Performance and Energy Efficiency," Energies, MDPI, vol. 12(18), pages 1-25, September.
    5. Yan Li & Manoj A. Thomas & Kweku-Muata Osei-Bryson, 2017. "Ontology-based data mining model management for self-service knowledge discovery," Information Systems Frontiers, Springer, vol. 19(4), pages 925-943, August.

    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. Chulhwan Chris Bang, 2015. "Information systems frontiers: Keyword analysis and classification," Information Systems Frontiers, Springer, vol. 17(1), pages 217-237, February.
    2. Gunwoo Kim & Yongmoo Suh, 2011. "Semantic business process space for intelligent management of sales order business processes," Information Systems Frontiers, Springer, vol. 13(4), pages 515-542, September.
    3. I-Ching Hsu, 2013. "Personalized web feeds based on ontology technologies," Information Systems Frontiers, Springer, vol. 15(3), pages 465-479, July.
    4. Wuhui Chen & Incheon Paik, 2013. "Improving efficiency of service discovery using Linked data-based service publication," Information Systems Frontiers, Springer, vol. 15(4), pages 613-625, September.
    5. Qian Wang & Jijun Yu & Weiwei Deng, 2019. "An adjustable re-ranking approach for improving the individual and aggregate diversities of product recommendations," Electronic Commerce Research, Springer, vol. 19(1), pages 59-79, March.
    6. J. Leon Zhao & Mohan Tanniru & Liang-Jie Zhang, 2007. "Services computing as the foundation of enterprise agility: Overview of recent advances and introduction to the special issue," Information Systems Frontiers, Springer, vol. 9(1), pages 1-8, March.
    7. Evelina Pencheva & Ivaylo Atanasov, 2016. "Engineering of web services for internet of things applications," Information Systems Frontiers, Springer, vol. 18(2), pages 277-292, April.
    8. Yogesh K. Dwivedi & Banita Lal & Navonil Mustafee & Michael D. Williams, 2009. "Profiling a decade of Information Systems Frontiers’ research," Information Systems Frontiers, Springer, vol. 11(1), pages 87-102, March.

    More about this item

    Statistics

    Access and download statistics

    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:3:d:10.1007_s10796-012-9399-0. 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.