IDEAS home Printed from https://ideas.repec.org/a/spr/ijsaem/v11y2020i6d10.1007_s13198-020-00989-6.html
   My bibliography  Save this article

Developing House of Information Quality framework for IoT systems

Author

Listed:
  • Rawhi Alrae

    (University of Sharjah)

  • Qassim Nasir

    (University of Sharjah)

  • Manar Abu Talib

    (University of Sharjah)

Abstract

The Internet of Things (IoT) system deals with a large amount of data generated by numerous sensors distributed over a vast geographical area. The goal of gathering such a massive amount of data is to create information. The optimum Information Quality (IQ) is critical for leveraging value from the IoT system. Although several studies have made various proposals on managing IQ, there seems to be a lack of methodologies that are general enough to assist managers in planning or auditing the quality of the information for the IoT systems. Therefore, there is a need for a complete framework that systemically develop the total IQ of the IoT systems. Since information is a product for an IoT system, this paper describes data quality dimensions as components of this product and IoT technical elements as the technical requirements for the product. Moreover, this research paper uses the House of Quality (HoQ) technique to correlate the data quality dimensions with the IoT technical elements. Furthermore, this paper proposes a systematic framework to manage IQ for the IoT systems by describing the implementation of the HoQ technique from the perspective of the IQ management processes. The paper conducts a comparison study as an initial validation for the proposed framework. However, with the continuous development of the IoT industry, this research paper may need to conduct other two validation methods: single-case experiment and expert opinion.

Suggested Citation

  • Rawhi Alrae & Qassim Nasir & Manar Abu Talib, 2020. "Developing House of Information Quality framework for IoT systems," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 11(6), pages 1294-1313, December.
    • Handle: RePEc:spr:ijsaem:v:11:y:2020:i:6:d:10.1007_s13198-020-00989-6
    DOI: 10.1007/s13198-020-00989-6
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s13198-020-00989-6
    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/s13198-020-00989-6?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. Besiki Stvilia & Les Gasser & Michael B. Twidale & Linda C. Smith, 2007. "A framework for information quality assessment," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 58(12), pages 1720-1733, October.
    2. Chae, Bongsug (Kevin), 2019. "The evolution of the Internet of Things (IoT): A computational text analysis," Telecommunications Policy, Elsevier, vol. 43(10).
    3. Saarikko, Ted & Westergren, Ulrika H. & Blomquist, Tomas, 2017. "The Internet of Things: Are you ready for what’s coming?," Business Horizons, Elsevier, vol. 60(5), pages 667-676.
    4. Lee, In & Lee, Kyoochun, 2015. "The Internet of Things (IoT): Applications, investments, and challenges for enterprises," Business Horizons, Elsevier, vol. 58(4), pages 431-440.
    5. Temponi, Cecilia & Yen, John & Amos Tiao, W., 1999. "House of quality: A fuzzy logic-based requirements analysis," European Journal of Operational Research, Elsevier, vol. 117(2), pages 340-354, September.
    Full references (including those not matched with items on IDEAS)

    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. Rawhi Alrae & Qassim Nasir & Manar Abu Talib, 0. "Developing House of Information Quality framework for IoT systems," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 0, pages 1-20.
    2. Timon B. Heinis & Jan Hilario & Mirko Meboldt, 2018. "Empirical study on innovation motivators and inhibitors of Internet of Things applications for industrial manufacturing enterprises," Journal of Innovation and Entrepreneurship, Springer, vol. 7(1), pages 1-22, December.
    3. Hamilton, R.H. & Sodeman, William A., 2020. "The questions we ask: Opportunities and challenges for using big data analytics to strategically manage human capital resources," Business Horizons, Elsevier, vol. 63(1), pages 85-95.
    4. Saarikko, Ted & Westergren, Ulrika H. & Blomquist, Tomas, 2020. "Digital transformation: Five recommendations for the digitally conscious firm," Business Horizons, Elsevier, vol. 63(6), pages 825-839.
    5. Gimpel, Gregory, 2020. "Bringing dark data into the light: Illuminating existing IoT data lost within your organization," Business Horizons, Elsevier, vol. 63(4), pages 519-530.
    6. Cranmer, Eleanor E. & Papalexi, M. & tom Dieck, M. Claudia & Bamford, D., 2022. "Internet of Things: Aspiration, implementation and contribution," Journal of Business Research, Elsevier, vol. 139(C), pages 69-80.
    7. Benlagha, Noureddine & Hemrit, Wael, 2020. "Internet use and insurance growth: evidence from a panel of OECD countries," Technology in Society, Elsevier, vol. 62(C).
    8. Huo, Dongyang & Malik, Asad Waqar & Ravana, Sri Devi & Rahman, Anis Ur & Ahmedy, Ismail, 2024. "Mapping smart farming: Addressing agricultural challenges in data-driven era," Renewable and Sustainable Energy Reviews, Elsevier, vol. 189(PA).
    9. Charalampopoulos, George & Katsianis, Dimitris & Varoutas, Dimitris, 2020. "Investigating the intertwining impact of wholesale access pricing and the commitment to net neutrality principle on European next-generation access networks private investment plans: An options-game a," Telecommunications Policy, Elsevier, vol. 44(3).
    10. Leonel Jorge Ribeiro Nunes & Radu Godina & João Carlos de Oliveira Matias, 2019. "Technological Innovation in Biomass Energy for the Sustainable Growth of Textile Industry," Sustainability, MDPI, vol. 11(2), pages 1-12, January.
    11. Fehmi Krasniqi & Hysni Terziu, 2021. "Challenges of Kosovo Micro Businesses," European Journal of Economics and Business Studies Articles, Revistia Research and Publishing, vol. 7, ejes_v7_i.
    12. Leroux, Erick & Pupion, Pierre-Charles, 2022. "Smart territories and IoT adoption by local authorities: A question of trust, efficiency, and relationship with the citizen-user-taxpayer," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    13. Athanasios Tsipis & Asterios Papamichail & Ioannis Angelis & George Koufoudakis & Georgios Tsoumanis & Konstantinos Oikonomou, 2020. "An Alertness-Adjustable Cloud/Fog IoT Solution for Timely Environmental Monitoring Based on Wildfire Risk Forecasting," Energies, MDPI, vol. 13(14), pages 1-35, July.
    14. Bent Flyvbjerg & Alexander Budzier & Jong Seok Lee & Mark Keil & Daniel Lunn & Dirk W. Bester, 2022. "The Empirical Reality of IT Project Cost Overruns: Discovering A Power-Law Distribution," Papers 2210.01573, arXiv.org.
    15. Vlad DIACONITA, 2015. "Approaches for parallel data loading and data querying," Database Systems Journal, Academy of Economic Studies - Bucharest, Romania, vol. 6(1), pages 78-85, July.
    16. Moritz-C. Schlegel & Claudia Koch & Mona Mirtsch & Andrea Harrer, 2021. "Smart Products Enable Smart Regulations—Optimal Durability Requirements Facilitated by the IoT," Sustainability, MDPI, vol. 13(8), pages 1-14, April.
    17. Shuchih Ernest Chang & Hueimin Louis Luo & YiChian Chen, 2019. "Blockchain-Enabled Trade Finance Innovation: A Potential Paradigm Shift on Using Letter of Credit," Sustainability, MDPI, vol. 12(1), pages 1-16, December.
    18. Chae, Bongsug (Kevin), 2018. "The Internet of Things (IoT): A Survey of Topics and Trends using Twitter Data and Topic Modeling," 22nd ITS Biennial Conference, Seoul 2018. Beyond the boundaries: Challenges for business, policy and society 190376, International Telecommunications Society (ITS).
    19. Cenamor, Javier, 2021. "Complementor competitive advantage: A framework for strategic decisions," Journal of Business Research, Elsevier, vol. 122(C), pages 335-343.
    20. J-B Yang & D-L Xu & X Xie & A K Maddulapalli, 2011. "Multicriteria evidential reasoning decision modelling and analysis—prioritizing voices of customer," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(9), pages 1638-1654, September.

    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:ijsaem:v:11:y:2020:i:6:d:10.1007_s13198-020-00989-6. 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.