Exploring Communicative AI: Reflections from a Swedish Newsroom

References

• Radford, Alec, Jeffrey Wu, Rewon Child, David Luan, Dario Amodei, and Ilya Sutskever. 2019. “Language models are unsupervised multitask learners.” OpenAI blog 1 (8): 9.
   Google Scholar
• Allahyari, Mehdi, Seyedamin Pouriyeh, Mehdi Assefi, Saeid Safaei, Elizabeth D. Trippe, Juan B. Gutierrez, and Krys Kochut. 2017. "Text summarization techniques: a brief survey." arXiv preprint arXiv:1707.02268.
   Google Scholar
• Anderson, Christopher W. 2013. “Towards a Sociology of Computational and Algorithmic Journalism.” New Media & Society 15 (7): 1005–1021. ISSN 14614448.
   Web of Science ®Google Scholar
• Bahdanau, Dzmitry, Kyung Hyun Cho, and Yoshua Bengio. 2015. “Neural Machine Translation by Jointly Learning to Align and Translate.” In 3rd International Conference on Learning Representations, ICLR 2015 - Conference Track Proceedings. http://arxiv.org/abs/1409.0473.
   Google Scholar
• Becker, Brian E., and Mark A. Huselid. 2006. “Strategic Human Resources Management: Where Do we Go from Here?” Journal of Management 32 (6): 898–925. ISSN 01492063.
   Web of Science ®Google Scholar
• Beckett, Charlie. 2019. New powers, new responsibilities: A global survey of journalism and artificial intelligence. Polis, London School of Economics and Political Science. https://blogs.lse.ac.uk/polis/2019/11/18/new-powers-new-responsibilities.
   Google Scholar
• Bilton, Ricardo. 2018. Reuters’ new automation tool wants to help reporters spot the hidden stories in their data (but won’t take their jobs). Nieman Lab. https://www.niemanlab.org/2018/03/reuters-new-automation-tool-wants-to-help-reporters-spot-the-hidden-stories-in-their-data-but-wont-take-their-jobs/
   Google Scholar
• Broussard, Meredith, Nicholas Diakopoulos, Andrea L. Guzman, Rediet Abebe, Michel Dupagne, and Ching Hua Chuan. 2019. “Artificial Intelligence and Journalism.” Journalism & Mass Communication Quarterly 96 (3): 673–695. ISSN 2161430X.
   Web of Science ®Google Scholar
• Broussard, Meredith. 2018. Artificial Unintelligence How Computers Misunderstand the World. Cambridge, MA, USA: MIT Press. ISBN 9780262038003.
   Google Scholar
• Brown, Tom B., Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhariwal, Arvind Neelakantan et al. 2020. "Language models are few-shot learners." arXiv preprint arXiv:2005.14165.
   Google Scholar
• Carlson, Matt. 2015. “The Robotic Reporter: Automated Journalism and the Redefinition of Labor, Compositional Forms, and Journalistic Authority.” Digital Journalism 3 (3): 416–431. ISSN 2167082X. http://dx.doi.org/10.1080/21670811.2014.976412.
   Web of Science ®Google Scholar
• Coddington, Mark. 2015. “Clarifying Journalism’s Quantitative Turn: A Typology for Evaluating Data Journalism, Computational Journalism, and Computer-Assisted Reporting.” Digital Journalism 3 (3): 331–348. ISSN 2167082X.
   Web of Science ®Google Scholar
• Cohen, Sarah, James T Hamilton, and Fred Turner. 2011. “Computational Journalism.” Communications of the ACM 54 (10): 66–71. doi:http://dx.doi.org/10.1145/2001269.2001288.
   Web of Science ®Google Scholar
• Cornia, Alession, Annika Sehl, and Rasmus Kleis Nielsen. 2020. “We No Longer Live in a Time of Separation’: A Comparative Analysis of How Editorial and Commercial Integration Became a Norm.” Journalism 21 (2): 172–190. ISSN 17413001.
   Web of Science ®Google Scholar
• De Maeyer, Juliette. 2016. “Adopting a ‘Material Sensibility’ in Journalism Studies.” In The SAGE Handbook of Digital Journalism, Chapter 31, edited by Tamara Witschge, C.W. Anderson, David Domingo, and Alfred Hermida. London: SAGE.
   Google Scholar
• Deuze, Mark, and Tamara Witschge. 2018. “Beyond Journalism: Theorizing the Transformation of Journalism.” Journalism 19 (2): 165–181. ISSN 17413001.
   Web of Science ®Google Scholar
• Diakopoulos, Nicholas. 2019b. Automating the News: How Algorithms Are Rewriting the Media. Cambridge, MA: Harvard University Press. ISBN 9780674976986.
   Google Scholar
• Diakopoulos, Nicholas. 2019a. “Towards a Design Orientation on Algorithms and Automation in News Production.” Digital Journalism 7 (8): 1180–1184. ISSN 2167082X.
   Web of Science ®Google Scholar
• Dick, Murray. 2011. “Search Engine Optimisation in UK News Production.” Journalism Practice 5 (4): 462–477. ISSN 17512794.
   Google Scholar
• Dörr, Konstantin Nicholas. 2016. “Mapping the Field of Algorithmic Journalism.” Digital Journalism 4 (6): 700–722. ISSN 2167082X. http://dx.doi.org/10.1080/21670811.2015.1096748.
   Web of Science ®Google Scholar
• Duffy, Andrew, and Peng Hwa Ang. 2019. “Digital Journalism: Defined, Refined, or Re-defined.” Digital Journalism 7 (3): 378–385. ISSN 2167082X.
   Web of Science ®Google Scholar
• Eldridge, Scott A., Kristy Hess, Edson C. Tandoc, and Oscar Westlund. 2019. “Navigating the Scholarly Terrain: Introducing the Digital Journalism Studies Compass.” Digital Journalism 7 (3): 386–403. ISSN 2167082X.
   Web of Science ®Google Scholar
• Frey, Carl Benedikt, and Michael A. Osborne. 2017. “The Future of Employment: How Susceptible are Jobs to Computerisation?” Technological Forecasting and Social Change 114: 254–280. ISSN 00401625. http://dx.doi.org/10.1016/j.techfore.2016.08.019.
   Web of Science ®Google Scholar
• Giomelakis, Dimitrios, Christina Karypidou, and Andreas Veglis. 2019. “SEO Inside Newsrooms: Reports from the Field.” Future Internet 11 (12): 261. ISSN 19995903.
   Web of Science ®Google Scholar
• Graefe, Andreas. 2016. Guide to Automated Journalism - Columbia Journalism Review.
   Google Scholar
• Grubenmann, Stephanie. 2016. “Action Research: Collabor Ative Research for the Improvement of Digital Journalism Practice.” Digital Journalism 4 (1): 160–176. ISSN 2167082X. http://dx.doi.org/10.1080/21670811.2015.1093274.
   Web of Science ®Google Scholar
• Gulliksen, Jan, Åsa Cajander, and Mattias Wiggberg. 2020. Digital spetskompetens–den nya renässansmänniskan: Genomlysning, definition, prognosverktyg och rekommendationer för framtida utveckling. Tillväxtverket https://tillvaxtverket.se/download/18.78563d971729d8c3af147501/1592477832340/DigitalSpetskompetens_Definition_Gulliksenetal.pdf
   Google Scholar
• Guzman, A.L. 2018. What is human-machine communication, anyway. Human-machine communication: Rethinking communication, technology, and ourselves, 1–28.
   Google Scholar
• Guzman, Andrea L., and Seth C. Lewis. 2020. “Artificial Intelligence and Communication: A Human–Machine Communication Research Agenda.” New Media & Society 22 (1): 70–86. ISSN 14617315.
   Web of Science ®Google Scholar
• Hollis, Martin. 2002. "Introduction: Problems of Structure and Action", in The philosophy of social science: An introduction. revised edition, 1–22. Cambridge University Press.
   Google Scholar
• Jones, Bronwyn, and Rhianne Jones. 2019a. “Public Service Chatbots: Automating Conversation with BBC News.” Digital Journalism 7 (8): 1032–1053. ISSN 2167082X.
   Web of Science ®Google Scholar
• Jones, Rhianne, and Bronwyn Jones. 2019b. “Atomising the News: The (in)Flexibility of Structured Journalism.” Digital Journalism 7 (8): 1157–1179. ISSN 2167082X.
   Web of Science ®Google Scholar
• Küng, Lucy. 2015. Innovators in Digital News. London: I.B. Tauris.
   Google Scholar
• Küng, Lucy. 2013. “Innovation, Technology and Organisational Change. Legacy Media’s Big Challenges. An Introduction.” In A Multidisciplinary Study of Change What is Media Innovtion?, edited by Tanja Storsul and Arne H Krumsvik, Chapter 1, 9–14. Gothenburg: Nordicom, University of Gothenburg, ISBN 9789186523657. www.nordicom.gu.se.
   Google Scholar
• Latzer, Michael, Katharina Hollnbuchner, Natascha Just, and Florian Saurwein. 2016. "The economics of algorithmic selection on the Internet." In Handbook on the Economics of the Internet. Edward Elgar Publishing.
   Google Scholar
• Lewis, Seth, C., and Nikki Usher. 2016. "Trading zones, boundary objects, and the pursuit of news innovation: A case study of journalists and programmers." Convergence 22, 5: 543–560.
   Google Scholar
• Lewis, Seth C., and Oscar Westlund. 2015. “Actors, Actants, Audiences, and Activities in Cross-Media News Work: A Matrix and a Research Agenda.” Digital Journalism 3 (1): 19–37. ISSN 2167082X.
   Web of Science ®Google Scholar
• Lewis, Seth C., Andrea L. Guzman, and Thomas R. Schmidt. 2019. “Automation, Journalism, and Human–Machine Communication: Rethinking Roles and Relationships of Humans and Machines in News.” Digital Journalism 7 (4): 409–427. ISSN 2167082X.
   Web of Science ®Google Scholar
• Skogen Lund, Kristin , and Ragnar Kårhus. Q1 2020 Results. Schibsted, 2020. https://static.schibsted.com/wp-content/uploads/2020/05/06065305/Q1-2020Presentation.pd
   Google Scholar
• McNiff, J. 2016. You and your action research project. London: Routledge .
   Google Scholar
• Nedelkoska, Ljubica, and Glenda Quintini. 2018. Automation, Skills Use and Training. https://www.oecd-ilibrary.org/employment/automation-skills-use-and-training{}2e2f4eea-en.
   Google Scholar
• Newman, Nic. 2011. “Mainstream Media and the Distribution of News in the Age of Social Discovery.” Reuters Institute for the Study of Journalism 58.
   Google Scholar
• Organisation for Economic Co-operation and Development( OECD). 2021. Sweden - OECD Data, https://data.oecd.org/sweden.htm.
   Google Scholar
• Posetti, Julie. 2018. Time to step away from the ‘bright, shiny things’? Towards a sustainable model of journalism innovation in an era of perpetual change. RISJ Reports. Reuters Institute for the Study of Journalism, Department of Politics and International Relations, University of Oxford.
   Google Scholar
• Raffel, Colin, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Li Wei, and Peter J. Liu. 2019. Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer. http://arxiv.org/abs/1910.10683.
   Google Scholar
• Royal, Cindy, Amanda Bright, Kirstin Pellizzaro, Valerie Belair-Gagnon, Avery E. Holton, Subramaniam Vincent, Don Heider, Anita Zielina, and Damon Kiesow. 2020. “Product Management in Journalism and Academia.” Journalism & Mass Communication Quarterly 97 (3): 597–616. ISSN 2161430X.
   Web of Science ®Google Scholar
• See, Abigail, Peter J. Liu, and Christopher D. Manning. 2017. “Get to the Point: Summarization with Pointer-Generator Networks.” In ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers), vol 1, 1073–1083. ISBN 9781945626753. http://arxiv.org/abs/1704.04368.
   Google Scholar
• Karlsson, Michael and Helle Sjøvaag, eds. 2018. Rethinking Research Methods for Digital Journalism Studies.” London: Routledge.
   Google Scholar
• Steensen, Steen, and Laura Ahva. 2015. “Theories of Journalism in a Digital Age: An Exploration and Introduction.” Journalism Practice 9 (1): 1–18. ISSN 17512794. http://dx.doi.org/10.1080/17512786.2014.928454.
   Web of Science ®Google Scholar
• Syvertsen, Trine, Karen Donders, Gunn Enli, and Tim Raats. 2019. “Media Disruption and the Public Interest.” Nordic Journal of Media Studies 1 (1): 11–28.
   Google Scholar
• Tandoc, Edson C., Lim Jia Yao, and Shangyuan Wu. 2020. “Man vs. Machine? The Impact of Algorithm Authorship on News Credibility.” Digital Journalism 8 (4): 548–562. ISSN 2167082X. 10.1080/21670811.2020.1762102.
   Web of Science ®Google Scholar
• Thurman, Neil, Konstantin Dörr, and Jessica Kunert. 2017. “When Reporters Get Hands-on with Robo-Writing: Professionals Consider Automated Journalism’s Capabilities and Consequences.” Digital Journalism 5 (10): 1240–1259. ISSN 2167082X. http://dx.doi.org/10.1080/21670811.2017.1289819.
   Web of Science ®Google Scholar
• Torbert, William R., Taylor, Steven S., 2008. Action inquiry: Interweaving multiple qualities of attention for timely action,. In .London: SAGE, , 2: 239- 251,
   Google Scholar
• Torbert, William R. 2004. Action inquiry: The secret of timely and transforming leadership. San Francisco: Berrett-Koehler Publishers.
   Google Scholar
• Vaswani, Ashish, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, L. ukasz Kaiser, and Illia Polosukhin. 2017. “Attention is All You Need.” Advances in Neural Information Processing Systems 2017, 5999–6009. http://arxiv.org/abs/1706.03762.
   Google Scholar
• Vollstedt, Maike, and Sebastian Rezat. 2019. An Introduction to Grounded Theory with a Special Focus on Axial Coding and the Coding Paradigm, 81–100. Cham: Springer.
   Google Scholar
• Wagemans, Andrea, and Tamara Witschge. 2019. “Examining Innovation as Process: Action Research in Journalism Studies.” Convergence: The International Journal of Research into New Media Technologies 25 (2): 209–224. ISSN 17487382.
   Web of Science ®Google Scholar
• Wu, Shangyuan, Edson C. Tandoc, and Charles T. Salmon. 2019. “A Field Analysis of Journalism in the Automation Age: Understanding Journalistic Transformations and Struggles through Structure and Agency.” Digital Journalism 7 (4): 428–446. ISSN 2167082X.
   Web of Science ®Google Scholar