{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,6]],"date-time":"2025-06-06T04:05:30Z","timestamp":1749182730794,"version":"3.41.0"},"publisher-location":"Cham","reference-count":14,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031938184","type":"print"},{"value":"9783031938191","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\/978-3-031-93819-1_22","type":"book-chapter","created":{"date-parts":[[2025,6,5]],"date-time":"2025-06-05T08:49:09Z","timestamp":1749113349000},"page":"302-319","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["A Displaced Object Image Classification Method Using GPT-Generated Captions"],"prefix":"10.1007","author":[{"given":"Koichi","family":"Nakayama","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuto","family":"Yamashita","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shunsuke","family":"Kawata","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Taiyo","family":"Takatsu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1630-5944","authenticated-orcid":false,"given":"Chika","family":"Oshima","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,5,25]]},"reference":[{"key":"22_CR1","doi-asserted-by":"crossref","unstructured":"Hamasaki, R., Nakayama, K.: A deep learning system that learns a discriminative model au-tonomously using difference images. In: Manuel L$$\\acute{o}$$pez-Ib$$\\acute{a}\\tilde{n}$$ez, (eds.) GECCO 2019, Proceedings of the Genetic and Evolutionary Computation Conference Companion, pp. 1683\u20131685, ACM, NY (2019)","DOI":"10.1145\/3319619.3326887"},{"key":"22_CR2","first-page":"491","volume-title":"HCII 2020, LNCS","author":"K Nakamura","year":"2020","unstructured":"Nakamura, K., Hamasaki, R., Oshima, C., Nakayama, K.: Optimize combination of teaching image data for detecting objects in images. In: Yamamoto, S., Mori, H. (eds.) HCII 2020, LNCS, vol. 12185, pp. 491\u2013505. Springer Nature, Switzerland (2020)"},{"key":"22_CR3","unstructured":"Kajihara, S., et al.: Proposal and verification of a physical search system that does not require pre-learning data and sensors other than cameras. J. Digital Practices, 3(2), 76\u201392 (2022) (in Japanese)"},{"key":"22_CR4","unstructured":"Kajihara, S., Okazaki, M., Oshima, C., Nakayama, K.: Improving a physical search system that detects even unknown displaced objects using image differences. In: Proceedings of the Fourteenth International Conference on Emerging Networks and Systems Intelligence, pp. 13-18. IARIA (2022)"},{"issue":"2","key":"22_CR5","doi-asserted-by":"publisher","first-page":"901","DOI":"10.3390\/su15020901","volume":"15","author":"N Mamat","year":"2023","unstructured":"Mamat, N., Othman, M.F., Abdulghafor, R., Alwan, A.A., Gulzar, Y.: Enhancing image annotation technique of fruit classification using a deep learning approach. Sustainability 15(2), 901 (2023)","journal-title":"Sustainability"},{"key":"22_CR6","doi-asserted-by":"crossref","unstructured":"Zhuang, F., et al.: A comprehensive survey on transfer learning. Proc. IEEE 109(1), 43\u201376 (2020)","DOI":"10.1109\/JPROC.2020.3004555"},{"key":"22_CR7","unstructured":"Crawshaw, M.: Multi-task learning with deep neural networks: A survey. arXiv preprint arXiv:2009.09796 (2020)"},{"key":"22_CR8","unstructured":"Socher, R., Ganjoo, M., Manning, C.D., Ng, A.: Zero-shot learning through cross-modal transfer. In: Proceedings of the 27th International Conference on Neural Information Processing Systems, pp. 935\u2013943. ACM, NY (2013)"},{"key":"22_CR9","unstructured":"SBERT.net. https:\/\/sbert.net\/. Accessed 31 Jan 2025"},{"key":"22_CR10","unstructured":"Hugging Face, Sentence Transformers. https:\/\/huggingface.co\/sentence-transformers. Accessed 31 Jan 2025"},{"key":"22_CR11","unstructured":"Devlin, J., Chang, M.-W., Lee, K., Toutanova, K.N.: BERT: pre-training of deep bidirectional transformers for language understanding. In: Proceedings of NAACL-HLT 1, 2 (2019)"},{"key":"22_CR12","unstructured":"United Code. https:\/\/note.com\/united_code\/n\/n8a15ae4063b3. Accessed 31 Jan 2025"},{"key":"22_CR13","unstructured":"Machine Learning Evaluation Mastery: How to Use Davies-Bouldin Index and Dunn Index for Clustering Problems. https:\/\/gpttutorpro.com\/machine-learning-evaluation-mastery-how-to-use-davies-bouldin-index-and-dunn-index-for-clustering-problems\/. Accessed 31 Jan 2025"},{"key":"22_CR14","doi-asserted-by":"crossref","unstructured":"Wang, X., Xu, Y.: An improved index for clustering validation based on Silhouette index and Calinski-Harabasz index. In: IOP Conference Series: Materials Science and Engineering, vol. 569, no. 5, pp. 052024. IOP Publishing (2019)","DOI":"10.1088\/1757-899X\/569\/5\/052024"}],"container-title":["Lecture Notes in Computer Science","Human Interface and the Management of Information"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-93819-1_22","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,5]],"date-time":"2025-06-05T08:49:13Z","timestamp":1749113353000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-93819-1_22"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031938184","9783031938191"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-93819-1_22","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":"25 May 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"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"}}]}}