{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,30]],"date-time":"2025-05-30T04:11:16Z","timestamp":1748578276909,"version":"3.41.0"},"publisher-location":"Cham","reference-count":21,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031934148","type":"print"},{"value":"9783031934155","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\/978-3-031-93415-5_24","type":"book-chapter","created":{"date-parts":[[2025,5,29]],"date-time":"2025-05-29T22:04:03Z","timestamp":1748556243000},"page":"408-420","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Large Language Models for\u00a0the\u00a0Analysis of\u00a0Project Proposals"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-9614-5894","authenticated-orcid":false,"given":"Iosif","family":"Tsangko","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8338-617X","authenticated-orcid":false,"given":"Andreas","family":"Triantafyllopoulos","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7057-0568","authenticated-orcid":false,"given":"Evangelos","family":"Kyriakidis","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9101-6301","authenticated-orcid":false,"given":"George","family":"Margetis","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6478-8699","authenticated-orcid":false,"given":"Bj\u00f6rn W.","family":"Schuller","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,5,30]]},"reference":[{"issue":"4","key":"24_CR1","doi-asserted-by":"publisher","first-page":"361","DOI":"10.1080\/02589001.2011.600845","volume":"29","author":"R Boswell","year":"2011","unstructured":"Boswell, R., O\u2019Kane, D.: Introduction: heritage management and tourism in Africa. J. Contemp. Afr. Stud. 29(4), 361\u2013369 (2011)","journal-title":"J. Contemp. Afr. Stud."},{"issue":"3","key":"24_CR2","doi-asserted-by":"publisher","first-page":"1703","DOI":"10.3390\/heritage4030094","volume":"4","author":"CA Folorunso","year":"2021","unstructured":"Folorunso, C.A.: Globalization, cultural heritage management and the sustainable development goals in sub-Saharan Africa: the case of Nigeria. Heritage 4(3), 1703\u20131715 (2021)","journal-title":"Heritage"},{"issue":"5","key":"24_CR3","doi-asserted-by":"publisher","first-page":"1313","DOI":"10.1080\/20421338.2021.1950111","volume":"14","author":"OR Olaopa","year":"2022","unstructured":"Olaopa, O.R., Ayodele, O.A.: Building on the strengths of African indigenous knowledge and innovation (AIK &I) for sustainable development in Africa. Afr. J. Sci. Technol. Innov. Dev. 14(5), 1313\u20131326 (2022)","journal-title":"Afr. J. Sci. Technol. Innov. Dev."},{"key":"24_CR4","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1186\/s43238-021-00020-2","volume":"5","author":"S M\u00fcnster","year":"2021","unstructured":"M\u00fcnster, S., Utescher, R., Uluta\u015f Aydo\u011fan, S.: Digital topics on cultural heritage investigated: how can data-driven and data-guided methods support to identify current topics and trends in digital heritage? Built Herit. 5, 1\u201313 (2021)","journal-title":"Built Herit."},{"key":"24_CR5","unstructured":"Ehrmann, M., Hamdi, A., Pontes, E.L., Romanello, M., Doucet, A.: Named entity recognition and classification on historical documents: A survey. arXiv preprint arXiv:2109.11406 (2021)"},{"key":"24_CR6","doi-asserted-by":"publisher","unstructured":"Bai, N., Luo, R., Nourian, P., Pereira Roders, A.: WHOSe heritage: classification of UNESCO world heritage statements of \u201cOutstanding Universal Value\" with soft labels. In: Findings of the Association for Computational Linguistics: EMNLP 2021, pp. 366\u2013384. Association for Computational Linguistics, Punta Cana (2021). https:\/\/aclanthology.org\/2021.findings-emnlp.34. https:\/\/doi.org\/10.18653\/v1\/2021.findings-emnlp.34","DOI":"10.18653\/v1\/2021.findings-emnlp.34"},{"key":"24_CR7","unstructured":"Blei, D.M., Ng, A.Y., Jordan, M.I.: Latent Dirichlet allocation. J. Mach. Learn. Res. 3(Jan), 993\u20131022 (2003)"},{"key":"24_CR8","unstructured":"Grootendorst, M.: BERTopic: neural topic modeling with a class-based TF-IDF procedure. arXiv preprint arXiv:2203.05794 (2022)"},{"key":"24_CR9","doi-asserted-by":"publisher","DOI":"10.3389\/fsoc.2022.886498","volume":"7","author":"R Egger","year":"2022","unstructured":"Egger, R., Yu, J.: A topic modeling comparison between LDA, NMF, Top2Vec, and BERTopic to demystify Twitter posts. Front. Sociol. 7, 886498 (2022)","journal-title":"Front. Sociol."},{"key":"24_CR10","doi-asserted-by":"publisher","first-page":"74","DOI":"10.1016\/j.infsof.2018.02.005","volume":"98","author":"A Agrawal","year":"2018","unstructured":"Agrawal, A., Fu, W., Menzies, T.: What is wrong with topic modeling? and how to fix it using search-based software engineering. Inf. Softw. Technol. 98, 74\u201388 (2018)","journal-title":"Inf. Softw. Technol."},{"key":"24_CR11","doi-asserted-by":"crossref","unstructured":"M\u00e4ntyl\u00e4, M.V., Claes, M., Farooq, U.: Measuring LDA topic stability from clusters of replicated runs. In: Proceedings of the 12th ACM\/IEEE International Symposium on Empirical Software Engineering and Measurement, pp. 1\u20134 (2018)","DOI":"10.1145\/3239235.3267435"},{"key":"24_CR12","unstructured":"Touvron, H., et al.: LLaMA3: open and efficient foundation language models. arXiv preprint arXiv:2302.13971 (2023)"},{"issue":"18","key":"24_CR13","doi-asserted-by":"publisher","first-page":"3738","DOI":"10.3390\/electronics13183738","volume":"13","author":"F G\u00eerbacia","year":"2024","unstructured":"G\u00eerbacia, F.: An analysis of research trends for using artificial intelligence in cultural heritage. Electronics 13(18), 3738 (2024)","journal-title":"Electronics"},{"key":"24_CR14","doi-asserted-by":"crossref","unstructured":"Reimers, N.: Sentence-BERT: sentence embeddings using siamese BERT-networks. arXiv preprint arXiv:1908.10084 (2019)","DOI":"10.18653\/v1\/D19-1410"},{"key":"24_CR15","unstructured":"White, J., et al.: A prompt pattern catalog to enhance prompt engineering with ChatGPT. arXiv preprint arXiv:2302.11382 (2023)"},{"key":"24_CR16","doi-asserted-by":"crossref","unstructured":"Hutto, C., Gilbert, E.: VADER: a parsimonious rule-based model for sentiment analysis of social media text. In: Proceedings of the International AAAI Conference on Web and Social Media, vol. 8, no. 1, pp. 216\u2013225 (2014)","DOI":"10.1609\/icwsm.v8i1.14550"},{"key":"24_CR17","volume-title":"Natural Language Processing with Python: Analyzing Text with the Natural Language Toolkit","author":"S Bird","year":"2009","unstructured":"Bird, S., Klein, E., Loper, E.: Natural Language Processing with Python: Analyzing Text with the Natural Language Toolkit. O\u2019Reilly Media, Inc., Newton (2009)"},{"key":"24_CR18","doi-asserted-by":"crossref","unstructured":"Zhao, G., Liu, Y., Zhang, W., Wang, Y.: TFIDF-based feature words extraction and topic modeling for short text. In: Proceedings of the 2018 2nd International Conference on Management Engineering, Software Engineering and Service Sciences, pp. 188\u2013191 (2018)","DOI":"10.1145\/3180374.3181354"},{"issue":"3","key":"24_CR19","doi-asserted-by":"publisher","first-page":"221","DOI":"10.1037\/h0057532","volume":"32","author":"R Flesch","year":"1948","unstructured":"Flesch, R.: A new readability yardstick. J. Appl. Psychol. 32(3), 221 (1948)","journal-title":"J. Appl. Psychol."},{"issue":"2","key":"24_CR20","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3597307","volume":"15","author":"R Navigli","year":"2023","unstructured":"Navigli, R., Conia, S., Ross, B.: Biases in large language models: origins, inventory, and discussion. ACM J. Data Inf. Qual. 15(2), 1\u201321 (2023)","journal-title":"ACM J. Data Inf. Qual."},{"key":"24_CR21","unstructured":"Gallegos, I.O., et al.: Bias and fairness in large language models: a survey. Comput. Linguist., 1\u201379 (2024)"}],"container-title":["Lecture Notes in Computer Science","Artificial Intelligence in HCI"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-93415-5_24","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,29]],"date-time":"2025-05-29T22:04:06Z","timestamp":1748556246000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-93415-5_24"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031934148","9783031934155"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-93415-5_24","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"30 May 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"The authors have no competing interests to declare relevant to this article\u2019s content.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Disclosure of Interests"}},{"value":"HCII","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Human-Computer Interaction","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Gothenburg","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Sweden","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":"22 June 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27 June 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"hcii2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/2025.hci.international\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}