The strategic use of artificial intelligence in the digital era: Systematic literature review and future research directions
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Mauro de Mesquita Spinola | R. F. Gonçalves | Rodrigo Franco Gonçalves | Fernando José Barbin Laurindo | Claudia Aparecida de Mattos | Aline Borges | M. Spínola | F. Laurindo | C. Mattos | Aline de Fátima Soares Borges
[1] Andrea L. Guzman,et al. Artificial intelligence and communication: A Human–Machine Communication research agenda , 2019, New Media Soc..
[2] Pearl Brereton,et al. Systematic literature reviews in software engineering - A systematic literature review , 2009, Inf. Softw. Technol..
[3] Henry Mintzberg. Musings on management. Ten ideas designed to rile everyone who cares about management. , 1996, Harvard business review.
[4] Alan Bundy,et al. Artificial intelligence : an introductory course , 1978 .
[5] P. van Esch,et al. Factors that influence new generation candidates to engage with and complete digital, AI-enabled recruiting , 2019, Business Horizons.
[6] Barbara Kitchenham,et al. Procedures for Performing Systematic Reviews , 2004 .
[7] Mohan Gopalakrishnan,et al. Technology management and information technology strategy: Preliminary results of an empirical study of Canadian organizations , 1995 .
[8] P. van Esch,et al. AI-enabled recruiting: What is it and how should a manager use it? , 2020 .
[9] Ufuk Cebeci,et al. Fuzzy AHP-based decision support system for selecting ERP systems in textile industry by using balanced scorecard , 2009, Expert Syst. Appl..
[10] Mohammad Reza Amin-Naseri,et al. Cleaner power generation through market-driven generation expansion planning: an agent-based hybrid framework of game theory and Particle Swarm Optimization , 2015 .
[11] Sin-Jin Lin,et al. NEWS-BASED SOFT INFORMATION AS A CORPORATE COMPETITIVE ADVANTAGE , 2019, Technological and Economic Development of Economy.
[12] Ali Tafti,et al. How a Firm's Competitive Environment and Digital Strategic Posture Influence Digital Business Strategy , 2013, MIS Q..
[13] M. Porter,et al. How Information Gives You Competitive Advantage , 1985 .
[14] Vitaliy Mezhuyev,et al. The impact of knowledge management processes on information systems: A systematic review , 2018, Int. J. Inf. Manag..
[15] Wayne F. Cascio,et al. What is Strategy , 2012 .
[16] Gintaras V. Reklaitis,et al. Linking marketing and supply chain models for improved business strategic decision support , 2010, Comput. Chem. Eng..
[17] Giuseppe Zollo,et al. Knowledge elicitation and mapping in the design of a decision support system for the evaluation of suppliers’ competencies , 2015 .
[18] Robert Hudson,et al. A new approach to linking strategy formulation and strategy implementation: an example from the UK banking sector , 2000, Int. J. Inf. Manag..
[19] Yogesh Kumar Dwivedi,et al. Artificial Intelligence (AI): Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy , 2019, International Journal of Information Management.
[20] Robert J. Schalkoff. Artificial Intelligence Engine , 1990 .
[21] Gary L. Neilson,et al. The secrets to successful strategy execution. , 2008, Harvard business review.
[22] Wansu Lim,et al. Machine Learning for 5G/B5G Mobile and Wireless Communications: Potential, Limitations, and Future Directions , 2019, IEEE Access.
[23] Steven L. Alter,et al. Information Systems: A Management Perspective , 1991 .
[24] Farid Touati,et al. Long-term performance analysis and power prediction of PV technology in the State of Qatar , 2017 .
[25] Demis Hassabis,et al. Mastering the game of Go without human knowledge , 2017, Nature.
[26] Xiaowei Xu,et al. Predicting the Helpfulness of Online Restaurant Reviews Using Different Machine Learning Algorithms: A Case Study of Yelp , 2019, Sustainability.
[27] Jürgen Kai-Uwe Brock,et al. Demystifying AI: What Digital Transformation Leaders Can Teach You about Realistic Artificial Intelligence , 2019, California Management Review.
[28] Pascal Vincent,et al. Representation Learning: A Review and New Perspectives , 2012, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[29] H. Håkansson,et al. No business is an island: The network concept of business strategy , 1989 .
[30] John C. Henderson,et al. Strategic alignment: a model for organizational transformation via information technology , 2011 .
[31] Adam Brandenburger,et al. Value-based Business Strategy , 2005 .
[32] Thomas H. Davenport,et al. The AI Advantage: How to Put the Artificial Intelligence Revolution to Work , 2018 .
[33] W RivkinJan,et al. On the Origin of Strategy , 2007 .
[34] Ahmet Murat Ozbayoglu,et al. Financial Time Series Forecasting with Deep Learning : A Systematic Literature Review: 2005-2019 , 2019, Appl. Soft Comput..
[35] Xiaoxin Zhu,et al. A comprehensive literature review of the demand forecasting methods of emergency resources from the perspective of artificial intelligence , 2019, Natural Hazards.
[36] Lu Lu,et al. Consumers acceptance of artificially intelligent (AI) device use in service delivery , 2019, Int. J. Inf. Manag..
[37] John Haugeland,et al. Artificial intelligence - the very idea , 1987 .
[38] Andrea Fronzetti Colladon,et al. Put your money where your mouth is: Using deep learning to identify consumer tribes from word usage , 2020, Int. J. Inf. Manag..
[39] Clark Holloway. Strategic management and artificial intelligence , 1983 .
[40] C. K. Prahalad,et al. The New Age of Innovation: Driving Cocreated Value Through Global Networks , 2008 .
[41] O. A. Sawy,et al. Digital business strategy: toward a next generation of insights , 2013 .
[42] M. Lynch,et al. The Origins of Genome Complexity , 2003, Science.
[43] Jacques-Olivier Pers,et al. Pathogenesis-based treatments in primary Sjogren's syndrome using artificial intelligence and advanced machine learning techniques: a systematic literature review , 2018, Human vaccines & immunotherapeutics.
[44] Ziwei Li,et al. Machine-Learning-Based Positioning: A Survey and Future Directions , 2019, IEEE Network.
[45] Hadeel S. Alenezi,et al. Utilizing crowdsourcing and machine learning in education: Literature review , 2020, Education and Information Technologies.
[46] Jorge Casillas,et al. Assessing web sites quality: A systematic literature review by text and association rules mining , 2018, Int. J. Inf. Manag..
[47] L. Misery,et al. Can artificial intelligence replace manual search for systematic literature? Review on cutaneous manifestations in primary Sjögren's syndrome. , 2020, Rheumatology.
[48] R E Miles,et al. Organizational strategy, structure, and process. , 1978, Academy of management review. Academy of Management.
[49] D. Tranfield,et al. Towards a Methodology for Developing Evidence-Informed Management Knowledge by Means of Systematic Review , 2003 .
[50] Duan,et al. Multi-Period E-Closed-Loop Supply Chain Network Considering Consumers’ Preference for Products and AI-Push , 2019, Sustainability.
[51] David Targett,et al. A taxonomy of information systems applications: the benefits' evaluation ladder , 1995 .
[52] Tooska Dargahi,et al. A systematic literature review and meta-analysis on artificial intelligence in penetration testing and vulnerability assessment , 2019, Comput. Electr. Eng..
[53] P. Weill,et al. Thriving in an increasingly digital ecosystem , 2015 .
[54] Angappa Gunasekaran,et al. A systematic literature review on machine learning applications for sustainable agriculture supply chain performance , 2020, Comput. Oper. Res..
[55] Norman M. Abramson,et al. Pattern recognition and machine learning , 1963, IEEE Trans. Inf. Theory.
[56] Gary L. Kreps,et al. Artificial intelligence and immediacy: designing health communication to personally engage consumers and providers. , 2013, Patient education and counseling.
[57] R. Kaplan,et al. Having trouble with your strategy? Then map it. , 2000, Harvard business review.
[58] Arpan Kumar Kar,et al. Big data with cognitive computing: A review for the future , 2018, Int. J. Inf. Manag..
[59] Kevin P. Murphy,et al. Machine learning - a probabilistic perspective , 2012, Adaptive computation and machine learning series.
[60] Zhi Zhou,et al. Boomerang: On-Demand Cooperative Deep Neural Network Inference for Edge Intelligence on the Industrial Internet of Things , 2019, IEEE Network.
[61] Thyago P. Carvalho,et al. A systematic literature review of machine learning methods applied to predictive maintenance , 2019, Comput. Ind. Eng..
[62] Jason Bennett Thatcher,et al. Looking Toward the Future of IT-Business Strategic Alignment through the Past: A Meta-Analysis , 2014, MIS Q..
[63] Jiangtao Wang,et al. Crowd-Assisted Machine Learning: Current Issues and Future Directions , 2019, Computer.
[64] Birgit Penzenstadler,et al. The Rise of Artificial Intelligence under the Lens of Sustainability , 2018, Technologies.
[65] Yipeng Liu,et al. Innovating through digital revolution , 2019, Management Decision.
[66] Christian A. Cancino,et al. A Location-Based Service to Support Collaboration and Strategic Control in a Real Estate Broker , 2017, UCAmI.
[67] Michail N. Giannakos,et al. Big data analytics capabilities: a systematic literature review and research agenda , 2017, Information Systems and e-Business Management.
[68] Izak Benbasat,et al. Measuring the Linkage Between Business and Information Technology Objectives , 1996, MIS Q..
[69] Jerry N. Luftman,et al. Transforming the Enterprise: The Alignment of Business and Information Technology Strategies , 1993, IBM Syst. J..
[70] Manuel J. Cobo,et al. 30 years of intelligence models in management and business: A bibliometric review , 2019, Int. J. Inf. Manag..
[71] Marco Iansiti,et al. Competing in the Age of AI , 2020 .
[72] C. Prahalad,et al. The Dynamic Synchronization of Strategy and Information Technology , 2002 .
[73] Scott Thiebes,et al. On the Convergence of Artificial Intelligence and Distributed Ledger Technology: A Scoping Review and Future Research Agenda , 2020, IEEE Access.
[74] Dursun Delen,et al. Leveraging the capabilities of service-oriented decision support systems: Putting analytics and big data in cloud , 2013, Decis. Support Syst..
[75] Farookh Khadeer Hussain,et al. Web@IDSS - Argumentation-enabled Web-based IDSS for reasoning over incomplete and conflicting information , 2012, Knowl. Based Syst..
[76] Andrew Nguyen,et al. ARTIFICIAL INTELLIGENCE FOR THE REAL WORLD , 2023, International Research Journal of Modernization in Engineering Technology and Science.
[77] António Lucas Soares,et al. Information, knowledge and collaboration management in the internationalisation of SMEs: A systematic literature review , 2016, Int. J. Inf. Manag..
[78] D. Gómez-Cabrero,et al. Current status of use of big data and artificial intelligence in RMDs: a systematic literature review informing EULAR recommendations , 2019, RMD Open.
[79] Jeffrey Soar,et al. Cloud computing-enabled healthcare opportunities, issues, and applications: A systematic review , 2018, Int. J. Inf. Manag..
[80] Geoffrey E. Hinton,et al. Deep Learning , 2015, Nature.
[81] M. Porter. How Competitive Forces Shape Strategy , 1989 .
[82] Raymond Kurzweil,et al. Age of intelligent machines , 1990 .
[83] Anuja Arora,et al. Business competitive analysis using promoted post detection on social media , 2020 .
[84] C. Prahalad,et al. The Core Competence of the Corporation , 1990 .
[85] Fernando José Barbin Laurindo,et al. The role of information technology for building virtual environments to integrate crowdsourcing mechanisms into the open innovation process , 2018 .
[86] Margaret A. Boden,et al. Impacts of Artificial Intelligence , 1984, Impacts of Artificial Intelligence.
[87] Robert I. Benjamin,et al. Information Technology: A Strategic Opportunity , 2011 .
[88] Peter G. W. Keen,et al. Information Technology and the Management Difference: A Fusion Map , 1993, IBM Syst. J..
[89] Patrick Mikalef,et al. Big data analytics and firm performance: Findings from a mixed-method approach , 2019, Journal of Business Research.
[90] Yung Po Tsang,et al. A recursive operations strategy model for managing sustainable chemical product development and production , 2016 .
[91] Henry Mintzberg,et al. Reflecting on the Strategy Process , 1999 .
[92] Tom M. Mitchell,et al. What can machine learning do? Workforce implications , 2017, Science.
[93] Rodrigo Franco Gonçalves,et al. Blockchain in manufacturing revolution based on machine to machine transaction: a systematic review , 2019, Brazilian Journal of Operations & Production Management.
[94] Jonathan Whitaker,et al. A Model to Support IT Infrastructure Planning and the Allocation of IT Governance Authority , 2015 .
[95] Stefan Zak,et al. Towards the Adoption of Machine Learning-Based Analytical Tools in Digital Marketing , 2019, IEEE Access.
[96] Chun Chen,et al. Challenges and opportunities: from big data to knowledge in AI 2.0 , 2017, Frontiers of Information Technology & Electronic Engineering.
[97] Zhen Shao,et al. Interaction effect of strategic leadership behaviors and organizational culture on IS-Business strategic alignment and Enterprise Systems assimilation , 2019, Int. J. Inf. Manag..
[98] Laurent Siklóssy. On the evolution of artificial intelligence , 1970, Inf. Sci..
[99] Carmen Zarco,et al. Marketing analysis of wineries using social collective behavior from users' temporal activity on Twitter , 2020, Inf. Process. Manag..
[100] U. Lichtenthaler. Building Blocks of Successful Digital Transformation: Complementing Technology and Market Issues , 2020, International Journal of Innovation and Technology Management.
[101] Raymond Chiong,et al. Deep learning to detect Alzheimer's disease from neuroimaging: A systematic literature review , 2019, Comput. Methods Programs Biomed..
[102] Rajiv Sabherwal,et al. Alignment Between Business and IS Strategies: A Study of Prospectors, Analyzers, and Defenders , 2001, Inf. Syst. Res..
[103] Donald A. Norman. Design, Business Models, and Human-Technology Teamwork , 2017 .
[104] Paul R. Daugherty,et al. Collaborative Intelligence: Humans and AI Are Joining Forces , 2018 .
[105] Shailendra Kumar,et al. Stock market response to information diffusion through internet sources: A literature review , 2019, Int. J. Inf. Manag..
[106] Petter Gottschalk,et al. Information management in law enforcement: The case of police intelligence strategy implementation , 2010, Int. J. Inf. Manag..
[107] Peter Johnson,et al. Value‐Based Strategy , 2015 .
[108] Abdelsalam H. Busalim,et al. Understanding social commerce: A systematic literature review and directions for further research , 2016, Int. J. Inf. Manag..
[109] A Campbell,et al. What's wrong with strategy? , 1997, Harvard business review.
[110] Enrique Herrera-Viedma,et al. Large-Scale decision-making: Characterization, taxonomy, challenges and future directions from an Artificial Intelligence and applications perspective , 2020, Inf. Fusion.
[111] Roland T. Rust,et al. Artificial Intelligence in Service , 2018 .
[112] Michail N. Giannakos,et al. Big data and business analytics ecosystems: paving the way towards digital transformation and sustainable societies , 2018, Inf. Syst. E Bus. Manag..
[113] Joey F. George,et al. Collaboration in demand-driven supply chain: Based on a perspective of governance and IT-business strategic alignment , 2020, Int. J. Inf. Manag..
[114] John C. Henderson,et al. Strategic Alignment: Leveraging Information Technology for Transforming Organizations , 1999, IBM Syst. J..
[115] U. Lichtenthaler. Extremes of acceptance: employee attitudes toward artificial intelligence , 2019, Journal of Business Strategy.
[116] R. J. Solomonoff,et al. The time scale of artificial intelligence: Reflections on social effects , 1985 .
[117] Remedios de Dios Bulos,et al. Improving Restaurants' Business Performance Using Yelp Data Sets through Sentiment Analysis , 2019, ICEEG.
[118] John McCarthy,et al. Programs with common sense , 1960 .
[119] Patrick Henry Winston,et al. Learning structural descriptions from examples , 1970 .
[120] Keng Siau,et al. Artificial Intelligence, Machine Learning, Automation, Robotics, Future of Work and Future of Humanity: A Review and Research Agenda , 2019, J. Database Manag..
[121] Ian H. Witten,et al. Data mining: practical machine learning tools and techniques, 3rd Edition , 1999 .
[122] Ying Xie,et al. A Decision Support System for ERP Systems Implementation in Small Medium Enterprises (SMEs) , 2011, CENTERIS.
[123] Ashraf Labib,et al. A hybrid multiple-criteria decision analysis framework for corporate social responsibility implementation applied to an extractive industry case study , 2015, J. Oper. Res. Soc..
[124] DONALD MICHIE,et al. “Memo” Functions and Machine Learning , 1968, Nature.
[125] Gregoris Mentzas,et al. Prescriptive analytics: Literature review and research challenges , 2020, Int. J. Inf. Manag..
[126] L. Buchanan,et al. A brief history of decision making. , 2006, Harvard business review.
[127] Cassiano Moro Piekarski,et al. Data mining and machine learning in the context of sustainable evaluation: a literature review , 2019, IEEE Latin America Transactions.
[128] Mohamed Zaki. Digital transformation: harnessing digital technologies for the next generation of services , 2019, Journal of Services Marketing.
[129] D. Boyd,et al. CRITICAL QUESTIONS FOR BIG DATA , 2012 .
[130] R. Kaplan,et al. The balanced scorecard--measures that drive performance. , 2015, Harvard business review.
[131] Rohit Nishant,et al. Artificial intelligence for sustainability: Challenges, opportunities, and a research agenda , 2020, Int. J. Inf. Manag..
[132] Ulrich Lichtenthaler,et al. Beyond artificial intelligence: why companies need to go the extra step , 2020 .
[133] Demis Hassabis,et al. Mastering the game of Go with deep neural networks and tree search , 2016, Nature.
[134] Jiju Antony,et al. ESAS: A case‐based approach to business planning and monitoring , 1998 .
[135] Herbert Kimura,et al. Literature review: Machine learning techniques applied to financial market prediction , 2019, Expert Syst. Appl..
[136] H. Harlow,et al. Developing a knowledge management strategy for data analytics and intellectual capital , 2018, Meditari Accountancy Research.
[137] Fernando José Barbin Laurindo,et al. Information technology adoption and assimilation: Focus on the suppliers portal , 2017, Comput. Ind..
[138] M. Porter,et al. How CEOs Manage Time , 2018 .
[139] Ashraf Darwish,et al. Machine learning in telemetry data mining of space mission: basics, challenging and future directions , 2019, Artificial Intelligence Review.
[140] Chen-Yuan Chen,et al. Retracted: A hybrid artificial intelligence sales‐forecasting system in the convenience store industry , 2012 .
[141] Yogesh Kumar Dwivedi,et al. Artificial intelligence for decision making in the era of Big Data - evolution, challenges and research agenda , 2019, Int. J. Inf. Manag..
[142] Richard Ernest Bellman,et al. An Introduction to Artificial Intelligence: Can Computers Think? , 1978 .
[143] William R. King,et al. Strategic Planning for Management Information Systems , 1978, MIS Q..
[144] Roberto Boselli,et al. Classifying online Job Advertisements through Machine Learning , 2018, Future Gener. Comput. Syst..
[145] M. Buscema,et al. Introduction to artificial neural networks. , 2007, European journal of gastroenterology & hepatology.
[146] Drew McDermott,et al. Introduction to artificial intelligence , 1986, Addison-Wesley series in computer science.
[147] FACE RECOGNITION: LITERATURE REVIEW WITH EMPHASIS ON DEEP LEARNING , 2019 .