IDEAS home Printed from https://ideas.repec.org/a/eee/ininma/v36y2016i4p607-617.html
   My bibliography  Save this article

Model and experimental development for Business Data Science

Author

Listed:
  • Newman, Russell
  • Chang, Victor
  • Walters, Robert John
  • Wills, Gary Brian

Abstract

While Data Science has become increasingly significant for business strategies, operations, performance, efficiency and prediction, there is little work on this to provide a detailed guideline. We have proposed a Business Data Science (BDS) model that focuses on the model and experimental development that allows different types of functions, processes and roles to work together collaboratively for efficiency and performance improvements. Details with examples have been illustrated to show that BDS model can be a robust model. Future directions have been discussed to ensure that business intelligence, security, analytics and research contributions to BDS can be achieved.

Suggested Citation

  • Newman, Russell & Chang, Victor & Walters, Robert John & Wills, Gary Brian, 2016. "Model and experimental development for Business Data Science," International Journal of Information Management, Elsevier, vol. 36(4), pages 607-617.
    • Handle: RePEc:eee:ininma:v:36:y:2016:i:4:p:607-617
    DOI: 10.1016/j.ijinfomgt.2016.04.004
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0268401216301967
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.ijinfomgt.2016.04.004?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. Chang, Victor & Newman, Russell & Walters, Robert John & Wills, Gary Brian, 2016. "Review of economic bubbles," International Journal of Information Management, Elsevier, vol. 36(4), pages 497-506.
    2. Sahlman, William A. & Stevenson, Howard H., 1985. "Capital market myopia," Journal of Business Venturing, Elsevier, vol. 1(1), pages 7-30.
    3. Chang, Victor & Walters, Robert John & Wills, Gary Brian, 2016. "Organisational sustainability modelling—An emerging service and analytics model for evaluating Cloud Computing adoption with two case studies," International Journal of Information Management, Elsevier, vol. 36(1), pages 167-179.
    4. Chang, Victor & Walters, Robert John & Wills, Gary, 2013. "The development that leads to the Cloud Computing Business Framework," International Journal of Information Management, Elsevier, vol. 33(3), pages 524-538.
    5. Chang, Victor & Ramachandran, Muthu & Yao, Yulin & Kuo, Yen-Hung & Li, Chung-Sheng, 2016. "A resiliency framework for an enterprise cloud," International Journal of Information Management, Elsevier, vol. 36(1), pages 155-166.
    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. Larson, Deanne & Chang, Victor, 2016. "A review and future direction of agile, business intelligence, analytics and data science," International Journal of Information Management, Elsevier, vol. 36(5), pages 700-710.
    2. Yousafzai, Abdullah & Chang, Victor & Gani, Abdullah & Noor, Rafidah Md., 2016. "Directory-based incentive management services for ad-hoc mobile clouds," International Journal of Information Management, Elsevier, vol. 36(6), pages 900-906.

    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. Hashem, Ibrahim Abaker Targio & Chang, Victor & Anuar, Nor Badrul & Adewole, Kayode & Yaqoob, Ibrar & Gani, Abdullah & Ahmed, Ejaz & Chiroma, Haruna, 2016. "The role of big data in smart city," International Journal of Information Management, Elsevier, vol. 36(5), pages 748-758.
    2. Samir Hammami & Omar Durrah & Syed Ahsan Jamil & Mohammedosman Eltigani, 2022. "Engaging Knowledge Capabilities to Sustain the Application of Information Technology Governance in Healthcare Institutions," SAGE Open, , vol. 12(4), pages 21582440221, October.
    3. Chang, Victor & Newman, Russell & Walters, Robert John & Wills, Gary Brian, 2016. "Review of economic bubbles," International Journal of Information Management, Elsevier, vol. 36(4), pages 497-506.
    4. Newman, Russell & Chang, Victor & Walters, Robert John & Wills, Gary Brian, 2016. "Web 2.0—The past and the future," International Journal of Information Management, Elsevier, vol. 36(4), pages 591-598.
    5. Li, Dan, 2013. "Multilateral R&D alliances by new ventures," Journal of Business Venturing, Elsevier, vol. 28(2), pages 241-260.
    6. Alreemy, Zyad & Chang, Victor & Walters, Robert & Wills, Gary, 2016. "Critical success factors (CSFs) for information technology governance (ITG)," International Journal of Information Management, Elsevier, vol. 36(6), pages 907-916.
    7. Giacinta Cestone & Lucy White, "undated". "Anti-Competitive Financial Contracting: The Design Of Financial Claims," UFAE and IAE Working Papers 453.00, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
    8. Ayesha Liaqat & Mian Sajid Nazir & Iftikhar Ahmad & Hammad Hassan Mirza & Farooq Anwar, 2020. "Do stock price bubbles correlate between China and Pakistan? An inquiry of pre‐ and post‐Chinese investment in Pakistani capital market under China‐Pakistan Economic Corridor regime," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 25(3), pages 323-335, July.
    9. Cociorva Alexandru & Onofrei Nicoleta & Vîlcea Alexandru-Lucian, 2023. "Tool Integrations for Monitoring Solutions and Associated Performance Analysis," Proceedings of the International Conference on Business Excellence, Sciendo, vol. 17(1), pages 1929-1943, July.
    10. Chesbrough, Henry W., 2003. "Environmental influences upon firm entry into new sub-markets: Evidence from the worldwide hard disk drive industry conditionally," Research Policy, Elsevier, vol. 32(4), pages 659-678, April.
    11. Alexander Peter Groh & Oliver Gottschalg, 2008. "The Opportunity Cost of Capital of US Buyouts," NBER Working Papers 14148, National Bureau of Economic Research, Inc.
    12. Dessí, Roberta, 2009. "Contractual Execution, Strategic Incompleteness and Venture Capital," CEPR Discussion Papers 7413, C.E.P.R. Discussion Papers.
    13. Younghoon Kim & Yeonbae Kim & Jeong‐Dong Lee, 2011. "Corporate Venture Capital and Its Contribution to Intermediate Goods Firms in South Korea," Asian Economic Journal, East Asian Economic Association, vol. 25(3), pages 309-329, September.
    14. Hsu, Pei-Fang & Ray, Soumya & Li-Hsieh, Yu-Yu, 2014. "Examining cloud computing adoption intention, pricing mechanism, and deployment model," International Journal of Information Management, Elsevier, vol. 34(4), pages 474-488.
    15. Li, Xin & Qian, Zhuzhong & You, Ilsun & Lu, Sanglu, 2014. "Towards cost efficient mobile service and information management in ubiquitous environment with cloud resource scheduling," International Journal of Information Management, Elsevier, vol. 34(3), pages 319-328.
    16. Jain, Rajesh & Mendonca, Valerie & Vohra, Neharika & Sharma, Supriya, 2018. "Does Entrepreneurial Logic Impact Funding Evaluation of Startups?," IIMA Working Papers wp 2018-02-01, Indian Institute of Management Ahmedabad, Research and Publication Department.
    17. Jennifer M. Walske & Andrew Zacharakis, 2009. "Genetically Engineered: Why Some Venture Capital Firms are more Successful than Others," Entrepreneurship Theory and Practice, , vol. 33(1), pages 297-318, January.
    18. Wang, Feng-Kwei & He, Wu, 2014. "Service strategies of small cloud service providers: A case study of a small cloud service provider and its clients in Taiwan," International Journal of Information Management, Elsevier, vol. 34(3), pages 406-415.
    19. Chang, Sea Jin, 2004. "Venture capital financing, strategic alliances, and the initial public offerings of Internet startups," Journal of Business Venturing, Elsevier, vol. 19(5), pages 721-741, September.
    20. Edgar Norton, 1996. "Venture Capital as an Alternative Means to Allocate Capital: An Agency-Theoretic View," Entrepreneurship Theory and Practice, , vol. 20(2), pages 19-29, January.

    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:eee:ininma:v:36:y:2016:i:4:p:607-617. 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: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/international-journal-of-information-management .

    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.