Main Research Interests :
· Augmented Intelligence (or Artificial Intelligence to augment organizational knowledge): Human knowledge integrated in AI (Human in the loop Informed AI) and AI to augment human knowledge (Human Centered AI and Artificial Knowledge Augmentation Model - KAM)
· Ethical Information Systems: Ethical climate in organizations & Responsible and Ethical Artificial Intelligence
Augmented Intelligence:
RANKED FNEGE:
Smytha, C., Dennehy, D., Fosso Wamba, S., Scott, M., Harfouche, A. (2024). « Artificial Intelligence and Prescriptive Analytics for Supply Chain Resilience: A Systematic Literature Review and Research Agenda », International Journal of Production Research, Accepted paper (FNEGE 2; SJR=2.78; Q1) https://doi.org/10.1080/00207543.2024.2341415
Harfouche, A., Quinio, B., & Bugiotti, F. (2023). « Human-Centric AI to Mitigate AI Biases: The Advent of Augmented Intelligence », Journal of Global Information Management (JGIM), 31 (5), 1-23. (FNEGE 3, A journal in the ABDC list). https://hal.science/hal-04263509/document
Johnson, M., AlBizri, A. Harfouche, A., & Tutun, S., (2021). « Digital Transformation to Mitigate Emergency Situations: Increasing Opioid Overdose Survival Rates through Explainable Artificial Intelligence », Industrial Management & Data Systems, 123 (1), 324-344. (2023) (FNEGE 3; SJR=1.01; Q1 in IS, A journal in the ABDC list). https://doi.org/10.1108/IMDS-04-2021-0248
Harfouche, A., Quinio, B., Saba, M., & Saba, P. (2023). « The Recursive Theory of Knowledge Augmentation: Integrating human intuition and knowledge in Artificial Intelligence to augment organizational knowledge », Information Systems Frontiers. 25, 55–70 (2022) (FNEGE 3; SJR=1.34; Q1). https://doi.org/10.1007/s10796-022-10352-8
Merhi, M., & Harfouche, A. (2023). « Enablers of Artificial Intelligence Adoption and Implementation in Production Systems », International Journal of Production Research, Accepted paper, In press (FNEGE 2; SJR=2.78; Q1) https://doi.org/10.1080/00207543.2023.2167014
Alnsour Y., Johnson, M., AlBizri, A., & Harfouche, A. (2023). « Predicting Patient Length of Stay Using Artificial intelligence (AI) to Assist Health Care Professionals in Resource Planning and Scheduling Decisions », Journal of Global Information Management, 31(1), (FNEGE 3, A journal in the ABDC list). DOI: 10.4018/JGIM.323059
https://www.igi-global.com/pdf.aspx?tid=323059&ptid=310086&ctid=4&oa=true&isxn=9781668478905
Johnson, M., AlBizri, A., Harfouche, A., & Fosso-Wamba, S. (2022). « Integrating Human Domain Knowledge into Artificial Intelligence: Informed Artificial Intelligence », International Journal of Information Management, 64, June 2022, 102479, (FNEGE 2; SJR=4.58, Q1, A* journal in the ABDC list). https://doi.org/10.1016/j.ijinfomgt.2022.102479
Tarhini, A., Danach, K., & Harfouche, A. (2020). « Swarm Intelligence-based Hyper-heuristic for the Vehicle Routing Problem with Prioritized Customers », Annals of Operations Research, 308, pp. 549–570 (2022). (FNEGE 2, SJR = 1.08, Q1, A journal in the ABDC list). https://doi.org/10.1007/s10479-020-03625-5
Saba, M., Bou Saba, P., & Harfouche, A., (2018). « Hidden facets of IT projects are revealed only after deployment. The case of French agricultural cooperatives », Information Technology and People, 31(1), pp. 239-255. (FNEGE 3; SJR=0.83, Q1, A journal in the ABDC list). https://doi.org/10.1108/ITP-06-2016-0144
ICIS conferences:
Harfouche, A. Quinio, B., Skandrani, S., & Marciniak, R. (2017). « A Framework for Artificial Knowledge Creation in Organizations », Thirty eighth International Conference on Information Systems ICIS2017, Seoul. ICIS 2017 Proceedings. 15. https://aisel.aisnet.org/icis2017/General/Presentations/15
Ethical Information Systems:
RANKED FNEGE:
Saba, P., Meissonier, R., Harfouche, A., (2024). « Different IT projects, but the same conflicts. Action research during IT deployment », Information Systems Frontiers, Accepted paper, In press, (FNEGE 3; SJR=1.34; Q1; ABDC list: A) https://doi.org/10.1007/s10796-023-10467-6
Tutun S., Harfouche, A., Albizri, A., Johnson M., & Haiyue, H. (2022). « A Responsible AI Framework to Mitigate the Ramifications of Organ Donation Crisis », Information Systems Frontiers, 25 (6), 2301-2316 (2023) (FNEGE 3; SJR=1.42; Q1) https://doi.org/10.1007/s10796-022-10340-y
Johnson, M., AlBizri, A. and Harfouche, A. (2021). « Responsible Artificial Intelligence in Healthcare: Predicting and Preventing Insurance Claim Denials for Economic and Social Wellbeing », Information Systems Frontiers, 25 (6), 2179-2195. (2023). (FNEGE 3; SJR=1.34; Q1, A journal in the ABDC list) https://doi.org/10.1007/s10796-021-10137-5
Tutun, S., Johnson, a., Albizri, A., .., & Harfouche, A. (2022). « An AI-based Decision Support System for Predicting Mental Health Disorders », Information Systems Frontiers, Preprinted. (FNEGE 3; SJR=1.34; Q1) https://doi.org/10.1007/s10796-022-10282-5
Poujol, F. J., Harfouche, A., & Pezet, E. (2016). « Le comportement non-éthique des vendeurs durant un concours de vente : L’effet médiateur du climat éthique perçu du concours » Traduit à l'anglais « The mediation effect of the perceived ethical climate of the sales contest on the impact of salespeople’s status aspiration and competitiveness on their unethical behavior in the Banking Sector », Recherche et Application en Marketing (RAM), 31(2), 23-42 (FNEGE 2). https://doi.org/10.1177/2051570716644542
Harfouche, A., Robbin, A. (2012). « Inhibitors and Enablers of Public E-services in Lebanon », Journal of Organizational and End User Computing, 24(3), 45-68 (FNEGE 3, SJR = 1.21, Q1, A journal in the ABDC list). DOI: 10.4018/joeuc.2012070103
Others:
Dabbous, A., Tarhini, A, Harfouche, A. (2023). « Circulation of Fake News: Threat Analysis Model to Assess the Impact on Society and Public Safety », 2023 IEEE International Symposium on Technology and Society (ISTAS), 1-9. Swansea, United Kingdom, 2023, pp. 1-9, doi: 10.1109/ISTAS57930.2023.10306047.
Tutun, S., Tosyali, A., Sangrody, H., Khasawneh, M., Johnson, M., Albizri, A., & Harfouche A. (2023). « Artificial intelligence in energy industry: forecasting electricity consumption through cohort intelligence & adaptive neural fuzzy inference system », Journal of Business Analytics, 6(1), 59-76,
https://doi.org/10.1080/2573234X.2022.2046514
Harfouche, AL., Nakhle, N., Harfouche, AH., Sardella, OG., Dart, E., & Jacobson, D. (2022). « A primer on artificial intelligence in plant digital phenomics: embarking on the data to insights journey », Trends in plant science, 28 (2), 154-184 (SJR=3.48; Q1 in Plant Science) https://doi.org/10.1016/j.tplants.2022.08.021
AlJabbouli, H., AlBizri, A., & Harfouche, A. (2020). « Tree-Based Algorithm for Stable and Efficient Data Clustering », Informatics, 7 (38). https://doi.org/10.3390/informatics7040038
Harfouche, A., et al. (2019). « Accelerating Climate Resilient Plant Breeding by Applying Next-Generation Artificial Intelligence », Trends in Biotechnology, 37(11), pp. 1217-1235. (SJR=3.48, Q1 in Biotechnology). DOI: 10.1016/j.tibtech.2019.05.007
Harfouche, A., Arida, J., & Aoun, G. (2020). « Transformational Process of the Implementation of an Information System Dispositive in an Organization: The Role of Power and Interests from an Institutional Perspective », ICT for an Inclusive World, vol 35, Pages: 453-466 DOI: 10.1007/978-3-030-34269-2_31
Harfouche, A, J Arida, MAB El Rassi, PB Saba, M Saba, (2020). « Success and Failure of the Institutionalization of IS Dispositives Within Organizations: The Effect of External Pressures and the Role of Actors », ICT for an Inclusive World, vol 35, pages 439-452 DOI: 10.1007/978-3-030-34269-2_30
Saba, PB, M Saba, A Harfouche (2019). « Identifying Disguised Objectives of IT Deployment Through Action Research », ICT for a Better Life and a Better World, Vol 30, pages 69-82 DOI: 10.1007/978-3-030-10737-6_5
Harfouche, A., Ezzeddine, S., and Kosremelli-Asmar, M. (2016). « Religiosity, Hedonism, Social image and E-banking acceptance in Lebanon », In F. D'Ascenzo et al. (eds.), Blurring the Boundaries Through Digital Innovation, Lecture Notes in Information Systems and Organisation, Vol. 19, pp 187-201. DOI: 10.1007/978-3-319-38974-5_15
El Rassi, MAB, & Harfouche, A. (2016). « e-Business Assimilation Levels in Lebanon », In Ricciardi F. Harfouche, A. Information and Communication Technologies in Organizations and Society, Lecture Note in Information Systems and Organisation, Springer, Vol. 15, pp. 141-160. DOI: 10.1007/978-3-319-28907-6_9
Harfouche, A., & Robbin, A. (2015). « E-Government Implementation in Developing Countries », In Lapo Mola, Ferdinando Pennarola, Stefano Za, From Information to Smart Society: Environment, Politics and Economics, Lecture Notes in Information Systems and Organisation, Springer, Vol 5, pp. 315-327. DOI: 10.1007/978-3-319-09450-2_26
Harfouche, A., Robbin, A. (2013). « e-Government », In Wiley Encyclopedia of Management, Volume 7, Management Information Systems, 3d Edition. Straub, Detmar W., editor; Cooper, Cary L., editor of compilation; Welke, Richard J., editor John Wiley & Sons, 2014 https://doi.org/10.1002/9781118785317.weom070001
Harfouche, A. (2010). « The Same Wine but in New Bottles: Public E-Services Divide and Low Citizens' Satisfaction: An Example from Lebanon », International Journal of Electronic Government Research, 6(3), pp. 73-105. DOI: 10.4018/jegr.2010070106