{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,12]],"date-time":"2026-08-12T08:31:12Z","timestamp":1786523472767,"version":"build-2736575974"},"publisher-location":"Singapore","reference-count":17,"publisher":"Springer Nature Singapore","isbn-type":[{"value":"9789819620739","type":"print"},{"value":"9789819620746","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\/978-981-96-2074-6_31","type":"book-chapter","created":{"date-parts":[[2024,12,31]],"date-time":"2024-12-31T11:10:47Z","timestamp":1735643447000},"page":"264-271","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":10,"title":["Exquisitor at\u00a0the\u00a0Video Browser Showdown 2025: Unifying Conversational Search and\u00a0User Relevance Feedback"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0285-1303","authenticated-orcid":false,"given":"Ujjwal","family":"Sharma","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9720-3645","authenticated-orcid":false,"given":"Omar Shahbaz","family":"Khan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1904-8736","authenticated-orcid":false,"given":"Stevan","family":"Rudinac","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0889-3491","authenticated-orcid":false,"given":"Bj\u00f6rn \u00de\u00f3r","family":"J\u00f3nsson","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2025,1,1]]},"reference":[{"key":"31_CR1","doi-asserted-by":"crossref","unstructured":"Cherti, M., et al.: Reproducible scaling laws for contrastive language-image learning. In: Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition, pp. 2818\u20132829 (2023)","DOI":"10.1109\/CVPR52729.2023.00276"},{"key":"31_CR2","unstructured":"Ilharco, G., et al.: OpenCLIP (2021)"},{"key":"31_CR3","doi-asserted-by":"publisher","unstructured":"Ro, Y.M., et al. (eds.): MMM 2020. LNCS, vol. 11961. Springer, Cham (2020). https:\/\/doi.org\/10.1007\/978-3-030-37731-1","DOI":"10.1007\/978-3-030-37731-1"},{"key":"31_CR4","doi-asserted-by":"publisher","unstructured":"Khan, O.S., et al.: Exquisitor at the video browser showdown 2021: relationships between semantic classifiers. In: Loko\u010d, J., et al. (eds.) MMM 2021. LNCS, vol. 12573, pp. 410\u2013416. Springer, Cham (2021). https:\/\/doi.org\/10.1007\/978-3-030-67835-7_37","DOI":"10.1007\/978-3-030-67835-7_37"},{"key":"31_CR5","doi-asserted-by":"publisher","unstructured":"Khan, O.S., et al.: Interactive learning for multimedia at large. In: Jose, J.M., et al. (eds.) ECIR 2020. LNCS, vol. 12035, pp. 495\u2013510. Springer, Cham (2020). https:\/\/doi.org\/10.1007\/978-3-030-45439-5_33","DOI":"10.1007\/978-3-030-45439-5_33"},{"key":"31_CR6","doi-asserted-by":"crossref","unstructured":"Khan, O.S., et al.: Exquisitor at the Video Browser Showdown 2022. In: Proceedings of Multimedia Modeling (MMM), pp. 511\u2013517. Springer (2022)","DOI":"10.1007\/978-3-030-98355-0_47"},{"key":"31_CR7","doi-asserted-by":"crossref","unstructured":"Khan, O.S., Sharma, U., Zhu, H., Rudinac, S., J\u00f3nsson, B.T.: Exquisitor at the lifelog search challenge 2024: Blending conversational search with user relevance feedback. In: Proceedings of the 7th Annual ACM Workshop on the Lifelog Search Challenge, p. 117121. LSC \u201924, Association for Computing Machinery (2024)","DOI":"10.1145\/3643489.3661132"},{"key":"31_CR8","doi-asserted-by":"publisher","first-page":"347","DOI":"10.1007\/978-3-031-53302-0_31","volume-title":"MultiMedia Modeling","author":"OS Khan","year":"2024","unstructured":"Khan, O.S., Zhu, H., Sharma, U., Kanoulas, E., Rudinac, S., J\u00f3nsson, B.\u00de: Exquisitor at the video browser showdown 2024: relevance feedback meets conversational search. In: Rudinac, S., et al. (eds.) MultiMedia Modeling, pp. 347\u2013355. Springer Nature Switzerland, Cham (2024)"},{"key":"31_CR9","doi-asserted-by":"crossref","unstructured":"Kratochv\u00edl, M., Vesel\u00fd, P., Mejzl\u00edk, F., Lokoc, J.: SOM-hunter: video browsing with relevance-to-SOM feedback Loop. In: Proceedings of MultiMedia Modeling (MMM). Daejeon, South Korea (2020)","DOI":"10.1007\/978-3-030-37734-2_71"},{"key":"31_CR10","doi-asserted-by":"crossref","unstructured":"Loko\u010d, J., et\u00a0al.: Interactive video retrieval in the age of effective joint embedding deep models: lessons from the 11th VBS. Multimedia Systems, pp. 1\u201324 (2023)","DOI":"10.1007\/s00530-023-01143-5"},{"key":"31_CR11","doi-asserted-by":"crossref","unstructured":"Loko\u010d, J., et al.: Interactive search or sequential browsing? A detailed analysis of the video browser showdown 2018. ACM Trans. Multimedia Comput. Commun. Appl. 15(1) (2019)","DOI":"10.1145\/3295663"},{"key":"31_CR12","unstructured":"Radford, A., et\u00a0al.: Learning transferable visual models from natural language supervision. In: International Conference on Machine Learning, pp. 8748\u20138763. PMLR (2021)"},{"key":"31_CR13","doi-asserted-by":"publisher","first-page":"385","DOI":"10.1007\/978-3-030-67835-7_33","volume-title":"MultiMedia Modeling","author":"L Rossetto","year":"2021","unstructured":"Rossetto, L., Gasser, R., Sauter, L., Bernstein, A., Schuldt, H.: A system for interactive multimedia retrieval evaluations. In: Loko\u010d, J., et al. (eds.) MultiMedia Modeling, pp. 385\u2013390. Springer International Publishing, Cham (2021)"},{"key":"31_CR14","doi-asserted-by":"crossref","unstructured":"Rossetto, L., Schuldt, H., Awad, G., Butt, A.A.: V3C - a research video collection. In: Proceedings of MultiMedia Modeling (MMM). Thessaloniki, Greece (2019)","DOI":"10.1007\/978-3-030-05710-7_29"},{"key":"31_CR15","unstructured":"Rui, Y., Huang, T.S., Mehrotra, S.: Content-based image retrieval with relevance feedback in mars. In: Proceedings of International Conference on Image Processing (ICIP) (1997)"},{"key":"31_CR16","doi-asserted-by":"crossref","unstructured":"Schoeffmann, K.: Video browser showdown 2012-2019: a review. In: 2019 International Conference on Content-Based Multimedia Indexing (CBMI), pp.\u00a01\u20134 (2019)","DOI":"10.1109\/CBMI.2019.8877397"},{"key":"31_CR17","doi-asserted-by":"publisher","first-page":"539","DOI":"10.1007\/978-3-031-27077-2_42","volume-title":"MultiMedia Modeling","author":"QT Truong","year":"2023","unstructured":"Truong, Q.T., et al.: Marine video kit: a new marine video dataset for content-based analysis and retrieval. In: Dang-Nguyen, D.T., et al. (eds.) MultiMedia Modeling, pp. 539\u2013550. Springer International Publishing, Cham (2023)"}],"container-title":["Lecture Notes in Computer Science","MultiMedia Modeling"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-96-2074-6_31","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,26]],"date-time":"2026-05-26T17:19:23Z","timestamp":1779815963000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-96-2074-6_31"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9789819620739","9789819620746"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-981-96-2074-6_31","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":"1 January 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"MMM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Multimedia Modeling","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Nara","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":"9 January 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 January 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"31","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"mmm2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/mmm2025.net\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}