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2021 Other Outputs Scaling AI to generate better and different outcomesWixom, Barbara H., Someh, Ida A. and Gregory, Robert W. (2021). Scaling AI to generate better and different outcomes. MIT CISR Research Briefing Cambridge, MA, United States: Massachusetts Institute of Technology. |
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2021 Journal Article Algorithmic decision-making and system destructiveness: a case of automatic debt recoveryRinta-Kahila, Tapani, Someh, Ida, Gillespie, Nicole, Indulska, Marta and Gregor, Shirley (2021). Algorithmic decision-making and system destructiveness: a case of automatic debt recovery. European Journal of Information Systems, 31 (3), 1-26. doi: 10.1080/0960085X.2021.1960905 |
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2021 Conference Publication Value creation from data - Why is this a BPM problem?Sadiq, Shazia, Someh, Ida Asadi, Chen, Tianwa and Indulska, Marta (2021). Value creation from data - Why is this a BPM problem?. International Workshop on BPM Problems to Solve Before We Die (PROBLEMS 2021) co-located with the 19th International Conference on Business Process Management (BPM 2021), Rome, Italy, 6-10 September, 2021. Aachen, Germany: Rheinisch-Westfaelische Technische Hochschule Aachen. |
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2021 Journal Article Putting dignity at the core of employee data useLeidner, Dorothy, Tona, Olgerta, Wixom, Barb and Someh, Ida (2021). Putting dignity at the core of employee data use. MIT Sloan Management Review, 1-5. |
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2021 Other Outputs Make dignity core to employee data useTona, Olgerta, Leidner, Dorothy, Ionescu, Ramona, Wixom, Barbara and Someh, Ida (2021). Make dignity core to employee data use. MIT CISR Research Briefing Boston, MA, United States: MIT . |
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2021 Other Outputs Building explainability into public sector artificial intelligence: helping stakeholders understand the thinking behind AI decision-makingRinta-Kahila, Tapani, Someh, Ida, Indulska, Marta, Ryan, Ian and van Leent, Ryan (2021). Building explainability into public sector artificial intelligence: helping stakeholders understand the thinking behind AI decision-making. SAP Thought Leadership Paper: Public Sector Brisbane, Australia: The University of Queensland; SAP SE. |
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2021 Conference Publication A review of trust in artificial intelligence: challenges, vulnerabilities and future directionsLockey, Steven, Gillespie, Nicole, Holm, Daniel and Someh, Ida Asadi (2021). A review of trust in artificial intelligence: challenges, vulnerabilities and future directions. Hawaii International Conference on System Sciences , Honolulu, HI, United States, 4-8 January 2021. Honolulu, HI, United States: Hawaii International Conference on System Sciences. doi: 10.24251/hicss.2021.664 |
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2020 Other Outputs AI alignment: a new management paradigmWixom, Barbara, Someh, Ida and Gregory, Robert (2020). AI alignment: a new management paradigm. Research Briefing Cambridge, MA, United States: MIT Sloan School of Management, Centre for Information Systems Research (CISR). |
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2020 Other Outputs Satellogic: Moving from AI Solutions to AI ProductsWixom, Barbara H., Leidner, Dorothy E., Ionescu, Ramona M. and Someh, Ida A. (2020). Satellogic: Moving from AI Solutions to AI Products. MIT CISR Working Paper: Case Study Cambridge, MA, United States: Massachusetts Institute of Technology Center for Information Systems Research (CISR). |
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2020 Other Outputs GE’s Environment, Health, and Safety team creates value using machine learningWixom, Barbara H., Someh, Ida A. and Beath, Cynthia M. (2020). GE’s Environment, Health, and Safety team creates value using machine learning. MIT CISR Working Paper: Case Study Cambridge, MA, United States: Massachusetts Institute of Technology Center for Information Systems Research (CISR). |
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2020 Other Outputs The Australian Taxation Office: creating value with advanced analyticsSomeh, Ida A., Wixom, Barbara H. and Gregory, Robert W. (2020). The Australian Taxation Office: creating value with advanced analytics. MIT CISR Working Paper: Case Study Cambridge, MA, United States: Massachusetts Institute of Technology Center for Information Systems Research (CISR). |
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2020 Other Outputs Delivering AI programs in the public sector: guidelines for government leadersRinta-Kahila, Tapani, Someh, Ida, Gillespie, Nicole, Indulska, Marta, Gregor, Shirley , Van Leent, Ryan and Ryan, Ian (2020). Delivering AI programs in the public sector: guidelines for government leaders. Brisbane, Australia: The University of Queensland and SAP SE. |
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2020 Other Outputs Explanation: a new enterprise data monetization capability for AIWixom, Barbara, Someh, Ida, Zutavern, Angela and Beath, Cynthia M. (2020). Explanation: a new enterprise data monetization capability for AI. CISR Working Paper. WP NO. 443. Center for Information Systems Research (CISR), Massachusetts Institute of Technology. |
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2020 Journal Article Explanations as discourse : towards ethical big data analytics servicesAfrashteh, Sadaf, Someh, Ida and Davern, Michael (2020). Explanations as discourse : towards ethical big data analytics services. Australasian Journal of Information Systems, 24 2519. doi: 10.3127/ajis.v24i0.2519 |
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2020 Conference Publication Enhancing fairness in algorithmic decision-making through perspective takingAfrashteh, Sadaf, Davern, Michael and Someh, Ida Asadi (2020). Enhancing fairness in algorithmic decision-making through perspective taking. European Conference on Information Systems (ECIS), Marrakech, Morocco, 15 June 2020. |
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2020 Conference Publication Overcoming organizational obstacles to artificial intelligence value creation: propositions for researchSomeh, Ida, Wixom, Barbara and Zutavern, Angela (2020). Overcoming organizational obstacles to artificial intelligence value creation: propositions for research. Hawaii International Conference on System Sciences, Maui, HI, United States, 7-10 January 2020. Hawaii International Conference on System Sciences. doi: 10.24251/hicss.2020.712 |
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2019 Journal Article New service-based business model requires new analyticsSomeh, Ida and Wixom, Barbara (2019). New service-based business model requires new analytics. Business Intelligence Journal, 24 (1), 12-19. |
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2019 Journal Article BBVA’s data monetization journeyAlfaro, Elena, Bressan, Marco, Girardin, Fabien, Murillo, Juan, Someh, Ida and H. Wixom, Barbara (2019). BBVA’s data monetization journey. MIS Quarterly Executive, 18 (2), 117-128. doi: 10.17705/2msqe.00011 |
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2019 Journal Article Ethical issues in big data analytics: A stakeholder perspectiveSomeh, Ida, Davern, Michael, Breidbach, Christoph F. and Shanks, Graeme (2019). Ethical issues in big data analytics: A stakeholder perspective. Communications of the Association for Information Systems, 44 (1) 34, 718-747. doi: 10.17705/1cais.04434 |
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2019 Journal Article Reconceptualizing synergy to explain the value of business analytics systemsSomeh, Ida, Shanks, Graeme and Davern, Michael (2019). Reconceptualizing synergy to explain the value of business analytics systems. Journal of Information Technology, 34 (4), 371-391. doi: 10.1177/0268396218816210 |
