Chapter 1: A systematic review of scholarship in AI and communication research (1990-2022)
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Communication scholarship in the area of artificial intelligence was sporadic in the early 1990s but is witnessing a significant increase today. A systematic review of 197 articles collated from a search of communication journals in the Web of Science (WoS) database from 1990-2022 reveals a spike in published articles with topics and keywords “artificial intelligence and communication” from four articles in 2017 to 65 articles in 2021. Thirty articles were already published by the time data collection ended in the first quarter of the year (April 2022). Findings reveal a majority of these studies utilize qualitative methods (118), quantitative methods, (42) and then multi- or mixed-methods (34). Frequency analysis reveals a significant amount of international scholarship with 70 published articles. Key topics of research are grouped into ten areas of focus with important conceptual contributions by key scholars during this period. The researchers conclude with limitations and future directions.

Arias-Robles, F., & López López, P. (2021). Driving the closest information. Local data journalism in the UK. Journalism Practice, 15(5), 638–650. Best, J. (2013). IBM Watson: The inside story of how the Jeopardy-winning supercomputer was born, and what it wants to do next. TechRepublic. https://www.techrepublic.com/article/ ibm-watson-the-inside-story-of-how-the-jeopardy-winning-supercomputer-was-born-and-what-it-wants-to-do-next/ Boyd, D. (2007). Why youth (Heart) social network sites: The role of networked publics in teenage social life. eBusiness & eCommerce eJournal. https://doi.org/10.31219/osf.io/22hq2 Brandtzaeg, P. B., Skjuve, M., & Følstad, A. (2022). My AI friend: How users of a social chatbot Understand their human–AI friendship. Human Communication Research, 48(3), 404–429. https://doi.org/10.1093/hcr/hqac008 Calvo Rubio, L. M., & Ufarte Ruiz, M. J. (2021). Artificial intelligence and journalism: Systematic review of scientific production in Web of Science and Scopus (2008–2019). Communication & Society, 34(2), 159–176A. https://doi.org/10.15581 /003.34.2.159-176 Campbell, C., Sands, S. J., Montecchi, M., & Jensen Schau, H. (2022). That’s so Instagrammable! Understanding how environments generate indirect advertising by cueing consumer-generated content. Journal of Advertising, 51, 411–429. Costa, F. (2020). List of WoS communication journals – Social Sciences Citation Index (SSCI). https://www.researchgate.net/publication/343825288 _List_of _WoS_Communication_Journals_-_Social_Sciences_Citation_Index_SSCI Dasilva, J., Ayerdi, K., & Galdospin, T. (2021). Deepfakes on Twitter: Which actors control their spread? Media and Communication, 9(1), 301–312. https://doi.org/10.17645/ mac.v9i1.3433 De Haan, Y., Van den Berg, E., Goutier, N., Kruikemeier, S., & Lecheler, S. (2022.). Invisible friend or foe? How journalists use and perceive algorithmic-driven tools in their research process. Digital Journalism, 1–19. https://doi.org/10.1080/21670811. 2022.2027798 De-Lima-Santos, M., Mesquita, L., De Melo Peixoto, J., & Camargo, I. (2022). Digital news business models in the age of industry 4.0: Digital Brazilian news players find in technology new ways to bring revenue and competitive advantage. Digital Journalism, 1–25. https://doi.org/10.1080/21670811.2022.2037444 De-Lima-Santos, M., & Ceron, W. (2021). Artificial intelligence in news media: Current perceptions and future outlook. Journalism and Media, 3(1), 13–26. https://doi.org/10.3390/journalmedia3010002 De-Lima-Santos, M., & Salaverría, R. (2021). From data journalism to artificial intelligence: Challenges faced by La Nación in implementing computer vision in news reporting. Palabra-Clave, 24(3), 1–40. De Seta, G. (2021). Huanlian, or changing faces: Deepfakes on Chinese digital media platforms. Convergence, 27(4), 935–953. https://doi.org/10.1177/13548565211030185 Edwards, C., & Edwards, A., Spence, P. & Lin, X. (2018). I, teacher: Using artificial intelligence (AI) and social robots in communication and instruction. Communication Education, 67, 473–480. 10.1080/03634523.2018.1502459 Endacott, C. G., & Leonardi, P. M. (2022). Artificial intelligence and impression management: Consequences of autonomous conversational agents communicating on one’s behalf. Human Communication Research. https://doi.org/10.1093/hcr/hqac009 Esch, P., Cui, Y., & Jain, S. (2021). Stimulating or intimidating: The effect of AI-enabled in-store communication on consumer patronage likelihood. Journal of Advertising, 50(1), 63–80. https://doi.org/10.1080/00913367.2020.1832939 Ferrara, E., Varol, O., Davis, C., Menczer, F., & Flammini, A. (2016). The rise of Social Bots. Communications of the ACM, 59(7), 96–104. DOI: 10.1145/2818717 Gómez-Diago, G. (2022). Perspectives to address artificial intelligence in journalism teaching: A review of research and teaching experiences. Revista Latina de Comunicación Social, 80, 29–46. https://www.doi.org/10.4185/RLCS-2022-1542 Gunkel, D. J. (2012). Communication and artificial intelligence: Opportunities and challenges for the 21st century. Communication +1, 1(1). https://scholarworks.umass .edu/cpo/vol1/iss1/1 https://doi.org/10.7275/R5QJ7F7R Guzman, A. L. (2018). What is human-machine communication, anyway? In A. L. Guzman (Ed.), Human-machine communication: Rethinking communication, technology, and ourselves (pp. 1–28). Peter Lang. Hancock, J. T., Naaman, M., & Levy, K. (2020). AI-mediated communication: Definition, research agenda, and ethical considerations. Journal of Computer-Mediated Communication, 25(1), 89–100. https://doi.org/10.1093/jcmc/zmz022 Herrero-Diz, P., & Varona-Aramburu, D. (2018). The use of chatbots for information automation in Spanish media. Profesional de la Información, 27(4), 742–749. https://doi.org/10.3145/epi.2018.jul.03 Jamil, S. (2021). Artificial intelligence and journalistic practice: The crossroads of obstacles and opportunities for the Pakistani journalists. Journalism Practice, 15(10), 1400–1422. Jiang, J. A., Wade, K., Fiesler, C., & Brubaker, J. R. (2021). Supporting serendipity: Opportunities and challenges for human-AI collaboration in qualitative analysis. Proceedings of the ACM on Human-Computer Interaction, 5, CSCW1 (article no. 94). ACM Press. https://doi.org/10.1145/3449168 Kietzmann, J., Mills, A., & Plangger, K. (2021). Deepfakes: Perspectives on the future “reality” of advertising and branding. International Journal of Advertising, 40(3), 473–485. Klyuev, Y., Poznin, V., & Zubko, D. (2019). Teaching future journalists media research methodology using digital technologies. Media Education (Mediaobrazovanie), 59(2), 278–285. DOI: 10.13187/me.2019.2.278 KPMG. (2021, April). Thriving in an AI World [Report]. https://advisory. kpmg.us/ articles/2021/thriving-in-an-ai-world.html Lou, C., Kang, H., & Tse, C. (2022). Bots vs. humans: How schema congruity, contingency-based interactivity, and sympathy influence consumer perceptions and patronage intentions. International Journal of Advertising, 1–30. Lynes, N. (2023, January 1). AI industry booming amid ‘tech recession’. VentureBeat. https://venturebeat.com/ai/ai-industry-booming-amid-tech-recession/ Manning, C. (2020). McCarthy’s definition of AI. Retrieved from https://hai.stanford.edu/sites/default/files/2020-09/AI-Definitions-HAI.pdf McCarthy, J. (1959). Programs with common sense. In Proceedings of the Teddington Conference on the Mechanization of Thought Processes, 756–791. http://jmc.Stanford .edu/articles/mcc59.html Meng, J., & Dai, Y. (2021). Emotional support from AI chatbots: Should a supportive partner self-disclose or not? Journal of Computer-Mediated Communication, 26(4), 207–222, https://doi.org/10.1093/jcmc/zmab005 Murdock, G. (2018). Media materialties: For a moral economy of machines. Journal of Communication, 68(2), 359–368. doi:10.1093/joc/jqx023 Myers, A. (2011). Stanford’s John McCarthy, seminal figure of artificial intelligence, dies at 84. https://engineering.stanford.edu/news/stanfords-john-mccarthy-seminal-figure-artificial- intelligence-dead-84 Naidoo, J., & Dulek, R. (2022). Artificial intelligence in business communication: A snapshot. International Journal of Business Communication, 59(1), 126–147. https://doi.org/10.1177/2329488418819139 Natale, S., & Guzman, A. L. (2022). Reclaiming the human in machine cultures: Introduction. Media, Culture & Society, 44(4), 627–637. https://doi.org/10.1177/01634437221099614 Neff, G., & Nagy, P. (2016). Talking to bots: Symbiotic agency and the case of tay. International Journal of Communication, 10, 4915–4931. https://ijoc.org/index.php/ijoc/article/view/6277 Newhagen, J. E., & Rafaeli, S. (1996). Why communication researchers should study the Internet: A dialogue. Journal of Computer-Mediated Communication, 1(4), 145. https://doi.org/10.1111/j.1083-6101.1996.tb00172.x Oliveira, D. & Costa, B. (2020). News agenda guided by algorithms: Content and format in Estadão Infográficos. Brazilian Journalism Research, 16, 550–575. 10.25200/BJR.v16n3.2021.1284 O’Sullivan, B. P., & Carr, T. C. (2018). Masspersonal communication: A model bridging the mass-interpersonal divide. New Media & Society, 20(3), 1161–1180. https://doi.org/10.1177/1461444816686104 Pelea, C. I. (2019). The relationship between artificial intelligence, human communication and ethics. A futuristic perspective: Utopia or dystopia? Media Literacy Academic Research, 38–48. https://www.ceeol.com/search/article-detail?id=761747 PEW. (2021, March 26). About three-in-ten U.S. adults say they are ‘almost constantly’ online. https://www.pewresearch.org/short-reads/2021/03/26/about-three-in-ten-u-s-adults-say-they-are-almost-constantly-online/ Prahl, A., & Goh, W. (2021). “Rogue machines” and crisis communication: When AI fails, how do companies publicly respond? Public Relations Review, 47(4), 102077. https://doi.org/10.1016/j.pubrev.2021.102077 Reeves, B., & Nass, C. (1996). The media equation: how people treat computers, television, and new media like real people and places. Cambridge University Press. Rubio, C. L. M., & Ruiz, R. M. (2021). Artificial intelligence and journalism: Systematic review of scientific production in web of science and scopus (2008–2019). Communication & Society, 34(2), 159–176. https://doi.org/10.15581/003.34.2.159-176 Schwartz, S., & Mahnke, M. (2021). Facebook use as a communicative relation: Exploring the relation between Facebook users and the algorithmic news feed. Information. Communication & Society, 24(7), 1041–1056. https://doi.org/10.1080 /1369118X.2020.1718179 Serrano-Cobos, J. (2016). Towards a paradigm shift. El professional de la informacion, 25(6), 843–850. Shannon, C., & Weaver, W. (1948). The mathematical theory of communication. Bell System Technical Journal, 27, 379–423, 623–656. http://dx.doi.org/10.1002/j.1538-7305.1948.tb00917.x Shapovalova, E. (2020). Improving media education as a way to combat fake news. Media Education (Mediaobrazovanie), 60(4), 730–735. DOI: 10.13187/me.2020.4.730 Sukhodolov, A., Bychkova, A., & Ovanesyan, S. (2019). Journalism featuring artificial intelligence. Voprosy Teorii I Praktiki Zhurnalistiki, 8(4), 647–667. https://doi.org/10.17150/2308. 6203.2019.8(4).647-667 Sundar, S. S. (2007). Social psychology of interactivity in human-website interaction. In A. Joinson et al. (Eds.), The Oxford handbook of internet psychology, Oxford Library of Psychology. https://doi.org/10.1093/oxfordhb/9780199561803.013.0007 Sundar, S. S. (2020). Rise of machine agency: A framework for studying the psychology of human-AI interaction (HAII). Journal of Computer-Mediated Communication, 25(1), 74–88. Stenbom, A., Wiggberg, M., & Norlund, T. (2021). Exploring communicative AI: Reflections from a Swedish newsroom. Digital Journalism, 1–19. Stray, J. (2019). Making artificial intelligence work for investigative journalism. Digital Journalism, 7(8), 1076–1097. https://doi.org/10.1080/21670811.2019.1630289 Terren, L., & Borge, R. (2021). Echo chambers on social media: A systematic review of the literature. Review of Communication Research, 9, 99–118. https://doi.org/10.12840/ISSN.2255-4165.028 Thurman, N. (2018). Social media, surveillance and news work: On the apps promising journalists a “crystal ball”. Digital Journalism, 6(1), 76–97. https://doi.org/10.1080/21670811.2017.1345318 Trites, A. (2019). Black box ethics: How algorithmic decision-making is changing how we view society and people: Advocating for the right for explanation and the right to be forgotten in Canada. Global Media Journal, Canadian Edition, 11(2), 18–30. Tunez-Lopez, J. M., Toural-Bran, C., &., Cacheiro-Requeijo, S. (2018). Automated-content generation using news-writing bots and algorithms: Perceptions and attitudes amongst Spain’s journalists. El profesional de la información, 27(4), 750–758. https://doi.org/10.3145/epi.2018.jul.04 Turkle, S. (1984). The second self: Computers and the human spirit. Simon and Schuster. Turkle, S. (2008). Always-on/always-on-you: The tethered self. In J. E. Katz (Ed.), Handbook of mobile communication studies (pp. 121–137). MIT Press. Turkle, S. (2011). Alone together: why we expect more from technology and less from each other. Basic Books. Vaccari, C., & Chadwick, A. (2020). Deepfakes and disinformation: Exploring the impact of synthetic political video on deception, uncertainty, and trust in news. Social Media Society, 6(1). https://doi.org/10.1177/2056305120903408 Vivar, J. F. (2019). Artificial intelligence and journalism: Diluting the impact of disinformation and fake news through bots. Doxa Comunicación, 29, 197–212. Weizenbaum, J. (1976). Computer power and human reason: From judgment to calculation. W. H. Freeman and Company. Weizenbaum, J. (1966). ELIZA--A computer program for the study of natural language communication between man and machine. Communications of the ACM, 9, 6–35. https://doi.org/10.1145/365153.365168. S2CID 1896290. Westerman, D., Edwards, A.P., Edwards, C., Luo, Z., & Spence, P. R. (2020). I-It, I-Thou, I-Robot: The perceived humanness of AI in human-machine. Communication Studies, 71(3), 393–408, DOI: 10.1080/10510974.2020.1749683 Wiener, N. (1988). The human use of human beings: Cybernetics and society. Da Capo Press. Wojcieszak, M., Thakur, A., Goncalves, J. F. F., Casas, A., Menchen-Trevino, E., & Boon, M. (2021). Can AI enhance people’s support for online moderation and their openness to dissimilar political views? Journal of Computer-Mediated Communication, 26, 223–243. https://academic.oup.com/jcmc/article/26/4/223/6298304 Zdenek, S. (1999). Rising up from the MUD: inscribing gender in software design. Discourse & Society, 10(3), 379–409. http://www.jstor.org/stable/42888264 Zerfass, A., Hagelstein, J., & Tench, R. (2020). Artificial intelligence in communication management: A cross-national study on adoption and knowledge, impact, challenges and risks. Journal of Communication Management, 24(4), 377–389. Zhao, S. (2006). Humanoid social robots as a medium of communication. New Media & Society, 8, 401–419. 10.1177/1461444806061951.

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