{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,11]],"date-time":"2026-06-11T22:27:35Z","timestamp":1781216855968,"version":"3.54.1"},"publisher-location":"Singapore","reference-count":35,"publisher":"Springer Nature Singapore","isbn-type":[{"value":"9789819658800","type":"print"},{"value":"9789819658817","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-981-96-5881-7_14","type":"book-chapter","created":{"date-parts":[[2025,4,25]],"date-time":"2025-04-25T15:11:03Z","timestamp":1745593863000},"page":"173-187","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Simulating Human Communication Games: Transactional Analysis in\u00a0LLM Agent Interactions"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-3138-5562","authenticated-orcid":false,"given":"Monika","family":"Zamojska","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4534-8652","authenticated-orcid":false,"given":"Jaros\u0142aw A.","family":"Chudziak","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2025,4,17]]},"reference":[{"key":"14_CR1","doi-asserted-by":"crossref","unstructured":"Berne, E.: Transactional analysis: a new and effective method of group therapy. Am. J. Psychotherapy 12(4), 735\u2014743 (1958)","DOI":"10.1176\/appi.psychotherapy.1958.12.4.735"},{"key":"14_CR2","doi-asserted-by":"crossref","unstructured":"Berne, E.: Transactional analysis in psychotherapy: a systematic individual and social psychiatry. Grove Press (1961)","DOI":"10.1037\/11495-000"},{"key":"14_CR3","unstructured":"Berne, E.: What Do You Say After You Say Hello?: The Psychology of Human Destiny. Bantam books, Grove Press (1972)"},{"key":"14_CR4","unstructured":"Berne, E.: Games People Play. Penguin Life (2016)"},{"key":"14_CR5","unstructured":"Chudziak, J.A., Wawer, M.: Elliottagents: a natural language-driven multi-agent system for stock market analysis and prediction. In: Proceedings of the 38th Pacific Asia Conference on Language, Information and Computation, Tokyo, Japan (2024) (in press)"},{"key":"14_CR6","doi-asserted-by":"crossref","unstructured":"Cinkusz, K., Chudziak, J.A.: Towards LLM-augmented multiagent systems for agile software engineering. In: Proceedings of the 39th IEEE\/ACM International Conference on Automated Software Engineering, pp. 2476\u20132477. ACM, Sacramento CA USA (Oct 2024)","DOI":"10.1145\/3691620.3695336"},{"key":"14_CR7","doi-asserted-by":"crossref","unstructured":"Dieker, L., Hines, R., Wilkins, I., et\u00a0al.: Using an artificial intelligence (ai) agent to support teacher instruction and student learning. J. Special Educ. Preparat. 4, 78\u201388 (09 2024)","DOI":"10.33043\/d8xb94q7"},{"issue":"4","key":"14_CR8","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1177\/036215377100100408","volume":"1","author":"F English","year":"1971","unstructured":"English, F.: The substitution factor: rackets and real feelings: Part i. Trans. Analysis Bull. 1(4), 27\u201332 (1971)","journal-title":"Trans. Analysis Bull."},{"key":"14_CR9","unstructured":"Frisch, I., Giulianelli, M.: LLM agents in interaction: measuring personality consistency and linguistic alignment in interacting populations of large language models. In: Deshpande, A., Hwang, E., Murahari, V., Park, J.S., Yang, D., Sabharwal, A., Narasimhan, K., Kalyan, A. (eds.) Proceedings of the 1st Workshop on Personalization of Generative AI Systems (PERSONALIZE 2024), pp. 102\u2013111. Association for Computational Linguistics, St. Julians, Malta (Mar 2024)"},{"key":"14_CR10","unstructured":"Google: groopy (2024). https:\/\/ai.google.dev\/competition\/projects\/groopy Accessed 16 Nov 2024"},{"issue":"2","key":"14_CR11","doi-asserted-by":"publisher","first-page":"25","DOI":"10.29044\/v12i2p25","volume":"12","author":"I Huang","year":"2021","unstructured":"Huang, I.: Development of a psychological game questionnaire. Inter. J. Trans. Anal. Res. Pract. 12(2), 25\u201332 (2021)","journal-title":"Inter. J. Trans. Anal. Res. Pract."},{"key":"14_CR12","unstructured":"Huang, Y., Wang, X., Liu, H., et\u00a0al.: Adasociety: an adaptive environment with social structures for multi-agent decision-making (2024)"},{"key":"14_CR13","doi-asserted-by":"crossref","unstructured":"H\u00e4ndler., T.: A taxonomy for autonomous llm-powered multi-agent architectures. In: Proceedings of the 15th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - KMIS, pp. 85\u201398. INSTICC, SciTePress (2023)","DOI":"10.5220\/0012239100003598"},{"key":"14_CR14","unstructured":"Inc., L: Langgraph (2024). https:\/\/langchain-ai.github.io\/langgraph Accessed 16 Nov 2024"},{"key":"14_CR15","unstructured":"Inc., MA: Maven agi (2024). https:\/\/www.mavenagi.com Accessed 16 Nov 2024"},{"key":"14_CR16","first-page":"152","volume":"16","author":"VS Joines","year":"1986","unstructured":"Joines, V.S.: Using redecision therapy with different personality adaptations. Trans. Anal. J. 16, 152\u2013160 (1986)","journal-title":"Trans. Anal. J."},{"key":"14_CR17","doi-asserted-by":"crossref","unstructured":"Kahler, T.: Predicting academic underachievement in ninth and twelfth grade males with the kahler transactional analysis script checklist. Dissertation Abstracts Inter. Sect. A: Humanities Soc. Sci. 33(9-A), 4838\u20144839 (1973)","DOI":"10.1177\/036215377300300217"},{"key":"14_CR18","unstructured":"Kostka, A., Chudziak, J.A.: Synergizing logical reasoning, long-term memory, and collaborative intelligence in multi-agent llm systems. In: Pacific Asia Conference on Language, Information and Computation (PACLIC 38), Tokyo, Japan (2024), in press"},{"issue":"1","key":"14_CR19","doi-asserted-by":"publisher","first-page":"3","DOI":"10.29044\/v12i1p3","volume":"12","author":"SR Lankton","year":"2021","unstructured":"Lankton, S.R.: The game grid. Inter. J. Trans. Analy. Res. Pract. 12(1), 3\u201317 (2021)","journal-title":"Inter. J. Trans. Analy. Res. Pract."},{"key":"14_CR20","doi-asserted-by":"crossref","unstructured":"Li, H., Chong, Y., Stepputtis, S., et\u00a0al.: Theory of mind for multi-agent collaboration via large language models. In: Bouamor, H., Pino, J., Bali, K. (eds.) Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, pp. 180\u2013192. Association for Computational Linguistics, Singapore (Dec 2023)","DOI":"10.18653\/v1\/2023.emnlp-main.13"},{"key":"14_CR21","unstructured":"Microsoft: Autogen (2024). https:\/\/microsoft.github.io\/autogen\/0.2\/ Accessed: 16 Nov 2024"},{"issue":"13","key":"14_CR22","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.2215907120","volume":"120","author":"M Mitchell","year":"2023","unstructured":"Mitchell, M., Krakauer, D.C.: The debate over understanding in ai\u2019s large language models. Proc. Natl. Acad. Sci. 120(13), e2215907120 (2023)","journal-title":"Proc. Natl. Acad. Sci."},{"key":"14_CR23","doi-asserted-by":"crossref","unstructured":"Morrow, E., Zidaru, T., Ross, F., et\u00a0al.: Artificial intelligence technologies and compassion in healthcare: a systematic scoping review. Front. Psychol. 13 (2023)","DOI":"10.3389\/fpsyg.2022.971044"},{"key":"14_CR24","unstructured":"OpenAI, Achiam, J., Adler, S., Agarwal, S., et\u00a0al.: Gpt-4 technical report (2024). https:\/\/arxiv.org\/abs\/2303.08774"},{"key":"14_CR25","doi-asserted-by":"crossref","unstructured":"Park, J.S., O\u2019Brien, J., Cai, C.J., et\u00a0al.: Generative agents: interactive simulacra of human behavior. In: Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology, UIST 2023, Association for Computing Machinery (2023)","DOI":"10.1145\/3586183.3606763"},{"key":"14_CR26","doi-asserted-by":"crossref","unstructured":"Pico, A., Vivancos, E., Garcia-Fornes, A., Botti, V.: Exploring text-generating large language models (llms) for emotion recognition in affective intelligent agents. In: Proceedings of the 16th International Conference on Agents and Artificial Intelligence - Volume 1: EAA, pp. 491\u2013498. INSTICC, SciTePress (2024)","DOI":"10.5220\/0012596800003636"},{"key":"14_CR27","unstructured":"Regan, C., Iwahashi, N., Tanaka, S., Oka, M.: Can generative agents predict emotion? (2024)"},{"key":"14_CR28","unstructured":"Song, T., Tan, Y., Zhu, Z., et\u00a0al.: Multi-agents are social groups: Investigating social influence of multiple agents in human-agent interactions (2024)"},{"key":"14_CR29","unstructured":"Stewart, I., Joines, V.: Personality Adaptations. Lifespace Publishing and Chapel Hill, Kegworth and North Carolina (2002)"},{"key":"14_CR30","unstructured":"Stewart, I., Joines, V.: TA Today: A New Introduction to Transactional Analysis, 2nd edn. Lifespace Publishing, Nottingham (2012)"},{"key":"14_CR31","doi-asserted-by":"crossref","unstructured":"Takata, R., Masumori, A., Ikegami, T.: Spontaneous emergence of agent individuality through social interactions in llm-based communities (2024)","DOI":"10.3390\/e26121092"},{"key":"14_CR32","doi-asserted-by":"crossref","unstructured":"Taverner., J., Cordova., C., Val., E., et\u00a0al.: Exploring the relationship between emotions and norms in decision-making processes of intelligent agents. In: Proceedings of the 16th International Conference on Agents and Artificial Intelligence - Volume 1: EAA, pp. 471\u2013479. INSTICC, SciTePress (2024)","DOI":"10.5220\/0012594700003636"},{"issue":"1","key":"14_CR33","first-page":"11","volume":"13","author":"P Ware","year":"1983","unstructured":"Ware, P.: Personality adaptations: (doors to therapy). Trans. Anal. J. 13(1), 11\u201319 (1983)","journal-title":"Trans. Anal. J."},{"issue":"3","key":"14_CR34","doi-asserted-by":"publisher","first-page":"1505","DOI":"10.1177\/14614448211072307","volume":"26","author":"M Wischnewski","year":"2024","unstructured":"Wischnewski, M., Ngo, T., Bernemann, R., et al.: \u201ci agree with you, bot!\u2019\u2019 how users (dis)engage with social bots on twitter. New Media Soc. 26(3), 1505\u20131526 (2024)","journal-title":"New Media Soc."},{"key":"14_CR35","unstructured":"Zhang, H., Yin, J., Jiang, M., Su, C.: Can agents spontaneously form a society? introducing a novel architecture for generative multi-agents to elicit social emergence (2024)"}],"container-title":["Communications in Computer and Information Science","Recent Challenges in Intelligent Information and Database Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-96-5881-7_14","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,25]],"date-time":"2025-04-25T15:11:28Z","timestamp":1745593888000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-96-5881-7_14"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9789819658800","9789819658817"],"references-count":35,"URL":"https:\/\/doi.org\/10.1007\/978-981-96-5881-7_14","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"17 April 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ACIIDS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Asian Conference on Intelligent Information and Database Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Kitakyushu","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Japan","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23 April 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25 April 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"aciids2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/aciids.pwr.edu.pl\/2025\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}