Prompting as Method: Disclosure Thresholds for AI-Assisted Literature Synthesis
Dan Valeriu Voinea
Annals of the University of Craiova for Journalism, Communication and Management , 12 , pp. 23-32
Researcher & Technologist
Lecturer at the University of Craiova exploring the intersection of artificial intelligence, journalism, and digital media. Researching how technology transforms the way we create, distribute, and consume information.
I am a lecturer and researcher at the Faculty of Letters, University of Craiova, within the Department of Arts and Media. My academic work spans over a decade, with more than 50 peer-reviewed publications in journals and conference proceedings indexed in Web of Science, IEEE, and other international databases.
My research explores how artificial intelligence and large language models are transforming industries — from journalism and media production to broader process automation. I investigate AI-driven content generation, algorithmic decision-making, and the deployment of LLMs for automating complex workflows across domains. I also study blockchain applications, digital archiving, privacy regulation (GDPR), and the ethical implications of emerging technologies.
Before academia, I spent years working in newsrooms as a network administrator, photojournalist, and project director at regional publications in Romania. Combined with a strong technical background in software development, this experience grounds my research in the practical realities of both media and technology. I hold a PhD in Sociology from the University of Craiova, along with degrees in Political Science and Management. I am also an alumnus of the U.S. State Department's International Visitor Leadership Program (IVLP).
Capabilities and limitations of LLMs, prompt engineering, fine-tuning strategies, and the impact of generative AI on knowledge work and creative industries.
Applying artificial intelligence to automate complex workflows, from content production pipelines to decision-support systems and intelligent agents.
Automated reporting, AI-driven gatekeeping, language models for fact-checking, and the future of human-machine collaboration in newsrooms.
Journalistic responsibility, copyright in the age of generative AI, the ethics of synthetic media, and content moderation challenges.
Decentralized verification, blockchain-based trust systems, tokenomics, DeFi protocol analysis, and smart contract applications.
Data protection regulation, right to privacy, freedom of speech, and the balance between transparency and confidentiality in the digital age.
56 peer-reviewed papers in journals and conference proceedings (2011–2026).
Dan Valeriu Voinea
Annals of the University of Craiova for Journalism, Communication and Management , 12 , pp. 23-32
Dan Valeriu Voinea
Social Sciences and Education Research Review , 13(1) , pp. 74-82
Dan Valeriu Voinea
Social Sciences and Education Research Review , 12(2) , pp. 456-465
Dan Valeriu Voinea
Social Sciences and Education Research Review , 12(1) , pp. 256-268
Dan Valeriu Voinea
Annals of the University of Craiova for Journalism, Communication and Management , 11 , pp. 15-38
Dan Valeriu Voinea
Neutrosophic Sets and Systems , 90 , pp. 201-222
Dan Valeriu Voinea
Journalism and Media , 6(2), Article 68 WoS
Kliestik, T., Dragomir, R., Baluta, A.V., Grecu, I., Durana, P., Karabolevski, O.L., Kral, P., Balica, R., Suler, P., Busu, O.V., Bugaj, M., Voinea, D.-V., Vrbka, J., Cocosatu, M., Grupac, M., Pera, A., Gajdosikova, D.
Oeconomia Copernicana , 15(4) , pp. 1183-1221 WoS
Dan Valeriu Voinea
Social Sciences and Education Research Review , 11(2) , pp. 376-393
Dan Valeriu Voinea
Social Sciences and Education Research Review , 11(1) , pp. 278-285
Dan Valeriu Voinea
Annals of the University of Craiova for Journalism, Communication and Management , 10 , pp. 60-66
Dan Valeriu Voinea
Annals of the University of Craiova for Journalism, Communication and Management , 9 , pp. 133-138
Dan Valeriu Voinea
Social Sciences and Education Research Review , 10(2) , pp. 330-335
Dan Valeriu Voinea
Social Sciences and Education Research Review , 10(1) , pp. 262-267
Andrei, E.C., Predescu, A.M., Popescu, A.D., Voinea, D.V., Popescu, A.M., Stefan, M.A., Dracea, S.A., Busu, O.V.
BRAIN. Broad Research in Artificial Intelligence and Neuroscience , 14(3) , pp. 21-35 WoS
Dan Valeriu Voinea
Social Sciences and Education Research Review , 9(2) , pp. 169-174
Dan Valeriu Voinea
Annals of the University of Craiova for Journalism, Communication and Management , 8 , pp. 139-144
Dan Valeriu Voinea
Social Sciences and Education Research Review , 9(1) , pp. 257-261
Dan Valeriu Voinea
Social Sciences and Education Research Review , 8(2) , pp. 246-252
Dan Valeriu Voinea
Social Sciences and Education Research Review , 8(1) , pp. 301-311
Dan Valeriu Voinea
Annals of the University of Craiova for Journalism, Communication and Management , 7 , pp. 109-114
Stefan Vladutescu, Dan-Valeriu Voinea
Social Sciences and Education Research Review , 7(2) , pp. 252-262
Dan Valeriu Voinea
Social Sciences and Education Research Review , 7(1)
Timothy Mark Grant, Andrei-Dragos Popescu, Radu-Gabriel Stauceanu, Dan-Valeriu Voinea
Social Sciences and Education Research Review , 7(1) , pp. 362-387
Dan Valeriu Voinea
Research Terminals in the Social Sciences, Editura Sitech , pp. 127-136
Stefan Vladutescu, Dan Valeriu Voinea
Social Sciences and Education Research Review , 6(2) , pp. 257-279
Dan Valeriu Voinea
Social Sciences and Education Research Review , 6(2) , pp. 244-256
Dan Valeriu Voinea
Social Sciences and Education Research Review , 6(1) , pp. 222-226
Mihaela Colhon, Florentin Smarandache, Dan Valeriu Voinea
IEEE Access , 8 , pp. 2975-2982 WoS
Xenia Negrea, Dan Valeriu Voinea
Social Sciences and Education Research Review , 5(2) , pp. 124-132
Xenia Negrea, Dan Valeriu Voinea
Social Sciences and Education Research Review , 5(1) , pp. 203-209
Xenia Negrea, Dan Valeriu Voinea
Annals of the University of Craiova for Journalism, Communication and Management , 4 , pp. 122-128
Dan Voinea
Annals of the University of Craiova for Journalism, Communication and Management , 3 , pp. 183-189
Xenia Negrea, Dan Valeriu Voinea
Social Sciences and Education Research Review , 4(2) , pp. 167-172
Stefan Vladutescu, Xenia Negrea, Dan Valeriu Voinea
Coactivity: Philosophy, Communication , 25 , pp. 135-144
Dan Valeriu Voinea, Xenia Negrea
Social Sciences and Education Research Review , 4(1) , pp. 191-199
Stefan Vladutescu, Dan Valeriu Voinea
Creativity and Language in Social Sciences, Editura Sitech , pp. 127-133
Stefan Vladutescu, Dan Valeriu Voinea
The European Proceedings of Social & Behavioural Sciences (EpSBS) , XV , pp. 1094-1100 WoS
Stefan Vladutescu, Dan Valeriu Voinea
Social Sciences and Education Research Review , 3(2) , pp. 131-136
Dan Valeriu Voinea, Xenia Negrea, Bianca Teodorescu
Analele Universitatii din Craiova. Seria Stiinte Filologice. Lingvistica , 1-2 , pp. 284-291
Xenia Negrea, Dan Valeriu Voinea
Creative Imagination in Social Sciences, Editura Sitech , pp. 15-21
Voinea Dan Valeriu, Busu Oprea Valentin, Opran Elena Rodica, Vladutescu Stefan
Polish Journal of Management Studies , 11(2) , pp. 151-161
Dan Valeriu Voinea
Social Sciences and Education Research Review , 2(1) , pp. 101-109
Elena Rodica Opran, Dan Valeriu Voinea, Mirela Teodorescu
International Letters of Social and Humanistic Sciences , 6(1) , pp. 16-27
Florentin Smarandache, Stefan Vladutescu, Ioan Constantin Dima, Dan Valeriu Voinea
Applied Mechanics and Materials , 795 , pp. 201-208
Stefan Vladutescu, Xenia Negrea, Dan Valeriu Voinea
Annals of the University of Craiova — Philosophy Series , 35(1) , pp. 127-147
Dan Valeriu Voinea
Creativity in Social Sciences, Editura Sitech , pp. 173-182
Ioan Constantin Dima, Dan Valeriu Voinea
6th International Conference LUMEN 2015 , pp. 425-428
Dan Valeriu Voinea, Elena Rodica Opran, Stefan Vladutescu
Debates on Globalization, Approaching National Identity through Intercultural Dialogue , pp. 757-763
Stefan Vladutescu, Xenia Negrea, Dan Valeriu Voinea
Postmodern Openings , V(4) , pp. 43-56
Dan Valeriu Voinea
Social Sciences and Education Research Review , 1 , pp. 64-70
Stefan Vladutescu, Dan Valeriu Voinea
Journal of Romanian Literary Studies , 5 , pp. 57-65
Dan Valeriu Voinea
Creativity, Imaginary, Language, Editura Sitech , pp. 116-125
Wedad Quffa, Dan Valeriu Voinea
Contemporary Readings in Law and Social Justice , 2
Dan Valeriu Voinea
Studies on Literature, Discourse and Multicultural Dialogue WoS
Dan Valeriu Voinea
Revista de Stiinte Politice , 30-31 , pp. 217-226
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