{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T01:53:34Z","timestamp":1743040414043,"version":"3.40.3"},"publisher-location":"Cham","reference-count":35,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031564345"},{"type":"electronic","value":"9783031564352"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"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":[[2024]]},"DOI":"10.1007\/978-3-031-56435-2_6","type":"book-chapter","created":{"date-parts":[[2024,3,19]],"date-time":"2024-03-19T06:51:26Z","timestamp":1710831086000},"page":"68-81","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Interactive Question Answering for\u00a0Multimodal Lifelog Retrieval"],"prefix":"10.1007","author":[{"given":"Ly-Duyen","family":"Tran","sequence":"first","affiliation":[]},{"given":"Liting","family":"Zhou","sequence":"additional","affiliation":[]},{"given":"Binh","family":"Nguyen","sequence":"additional","affiliation":[]},{"given":"Cathal","family":"Gurrin","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,3,20]]},"reference":[{"key":"6_CR1","doi-asserted-by":"crossref","unstructured":"Alam, N., Graham, Y., Gurrin, C.: Memento 2.0: an improved lifelog search engine for LSC 2022. In: Proceedings of the 5th Annual on Lifelog Search Challenge, pp. 2\u20137 (2022)","DOI":"10.1145\/3512729.3533006"},{"key":"6_CR2","doi-asserted-by":"crossref","unstructured":"Bain, M., Nagrani, A., Varol, G., Zisserman, A.: Frozen in time: a joint video and image encoder for end-to-end retrieval. In: IEEE International Conference on Computer Vision (2021)","DOI":"10.1109\/ICCV48922.2021.00175"},{"key":"6_CR3","doi-asserted-by":"crossref","unstructured":"Chang, C.C., Fu, M.H., Huang, H.H., Chen, H.H.: An interactive approach to integrating external textual knowledge for multimodal lifelog retrieval. In: Proceedings of the ACM Workshop on Lifelog Search Challenge, pp. 41\u201344 (2019)","DOI":"10.1145\/3326460.3329163"},{"key":"6_CR4","doi-asserted-by":"crossref","unstructured":"Chen, D., Fisch, A., Weston, J., Bordes, A.: Reading wikipedia to answer open-domain questions. arXiv preprint arXiv:1704.00051 (2017)","DOI":"10.18653\/v1\/P17-1171"},{"key":"6_CR5","unstructured":"Devlin, J., Chang, M.W., Lee, K., Toutanova, K.: BERT: pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805 (2018)"},{"key":"6_CR6","doi-asserted-by":"crossref","unstructured":"Fabian Caba Heilbron, Victor Escorcia, B.G., Niebles, J.C.: ActivityNet: a large-scale video benchmark for human activity understanding. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 961\u2013970 (2015)","DOI":"10.1109\/CVPR.2015.7298698"},{"issue":"1","key":"6_CR7","doi-asserted-by":"publisher","first-page":"88","DOI":"10.1145\/1107458.1107460","volume":"49","author":"J Gemmell","year":"2006","unstructured":"Gemmell, J., Bell, G., Lueder, R.: MyLifeBits: a personal database for everything. Commun. ACM 49(1), 88\u201395 (2006)","journal-title":"Commun. ACM"},{"key":"6_CR8","series-title":"The Information Retrieval Series","doi-asserted-by":"publisher","first-page":"187","DOI":"10.1007\/978-981-15-5554-1_13","volume-title":"Evaluating Information Retrieval and Access Tasks","author":"C Gurrin","year":"2021","unstructured":"Gurrin, C., et al.: Experiments in lifelog organisation and retrieval at NTCIR. In: Sakai, T., Oard, D.W., Kando, N. (eds.) Evaluating Information Retrieval and Access Tasks. TIRS, vol. 43, pp. 187\u2013203. Springer, Singapore (2021). https:\/\/doi.org\/10.1007\/978-981-15-5554-1_13"},{"key":"6_CR9","doi-asserted-by":"crossref","unstructured":"Gurrin, C., et al.: Introduction to the fifth annual lifelog search challenge, LSC 2022. In: Proceedings of the International Conference on Multimedia Retrieval (ICMR 2022). ACM, Newark, NJ (2022)","DOI":"10.1145\/3512527.3531439"},{"key":"6_CR10","doi-asserted-by":"crossref","unstructured":"Gurrin, C., et al.: Introduction to the sixth annual lifelog search challenge, LSC 2023. In: Proceedings of the International Conference on Multimedia Retrieval (ICMR 2023). ICMR 2023, New York (2023)","DOI":"10.1145\/3591106.3592304"},{"key":"6_CR11","doi-asserted-by":"crossref","unstructured":"Izacard, G., Grave, E.: Leveraging passage retrieval with generative models for open domain question answering. arXiv preprint arXiv:2007.01282 (2020)","DOI":"10.18653\/v1\/2021.eacl-main.74"},{"key":"6_CR12","doi-asserted-by":"crossref","unstructured":"Karpukhin, V., et al.: Dense passage retrieval for open-domain question answering. arXiv preprint arXiv:2004.04906 (2020)","DOI":"10.18653\/v1\/2020.emnlp-main.550"},{"key":"6_CR13","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1007\/978-3-540-89350-9_6","volume-title":"HCI and Usability for Education and Work","author":"B Laugwitz","year":"2008","unstructured":"Laugwitz, B., Held, T., Schrepp, M.: Construction and evaluation of a user experience questionnaire. In: Holzinger, A. (ed.) USAB 2008. LNCS, vol. 5298, pp. 63\u201376. Springer, Heidelberg (2008). https:\/\/doi.org\/10.1007\/978-3-540-89350-9_6"},{"key":"6_CR14","doi-asserted-by":"crossref","unstructured":"Lee, J., Yun, S., Kim, H., Ko, M., Kang, J.: Ranking paragraphs for improving answer recall in open-domain question answering. arXiv preprint arXiv:1810.00494 (2018)","DOI":"10.18653\/v1\/D18-1053"},{"key":"6_CR15","doi-asserted-by":"crossref","unstructured":"Lee, K., Chang, M.W., Toutanova, K.: Latent retrieval for weakly supervised open domain question answering. arXiv preprint arXiv:1906.00300 (2019)","DOI":"10.18653\/v1\/P19-1612"},{"key":"6_CR16","doi-asserted-by":"crossref","unstructured":"Lewis, M., et al.: BART: denoising sequence-to-sequence pre-training for natural language generation, translation, and comprehension. arXiv preprint arXiv:1910.13461 (2019)","DOI":"10.18653\/v1\/2020.acl-main.703"},{"key":"6_CR17","first-page":"9459","volume":"33","author":"P Lewis","year":"2020","unstructured":"Lewis, P., et al.: Retrieval-augmented generation for knowledge-intensive NLP tasks. Adv. Neural. Inf. Process. Syst. 33, 9459\u20139474 (2020)","journal-title":"Adv. Neural. Inf. Process. Syst."},{"key":"6_CR18","unstructured":"Liu, Y., et al.: RoBERTa: a robustly optimized BERT pretraining approach. arXiv preprint arXiv:1907.11692 (2019)"},{"key":"6_CR19","doi-asserted-by":"crossref","unstructured":"Nguyen, T.N., et al.: Lifeseeker 3.0: an interactive lifelog search engine for LSC 2021. In: Proceedings of the 4th Annual on Lifelog Search Challenge, pp. 41\u201346 (2021)","DOI":"10.1145\/3463948.3469065"},{"key":"6_CR20","unstructured":"Radford, A., et al.: Learning transferable visual models from natural language supervision. In: International Conference on Machine Learning, pp. 8748\u20138763. PMLR (2021)"},{"issue":"1","key":"6_CR21","first-page":"5485","volume":"21","author":"C Raffel","year":"2020","unstructured":"Raffel, C., et al.: Exploring the limits of transfer learning with a unified text-to-text transformer. J. Mach. Learn. Res. 21(1), 5485\u20135551 (2020)","journal-title":"J. Mach. Learn. Res."},{"key":"6_CR22","doi-asserted-by":"crossref","unstructured":"Rajpurkar, P., Jia, R., Liang, P.: Know what you don\u2019t know: unanswerable questions for squad. arXiv preprint arXiv:1806.03822 (2018)","DOI":"10.18653\/v1\/P18-2124"},{"key":"6_CR23","doi-asserted-by":"crossref","unstructured":"Spiess, F., Schuldt, H.: Multimodal interactive lifelog retrieval with vitrivr-VR. In: Proceedings of the 5th Annual on Lifelog Search Challenge, pp. 38\u201342 (2022)","DOI":"10.1145\/3512729.3533008"},{"key":"6_CR24","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"217","DOI":"10.1007\/978-3-030-98358-1_18","volume-title":"MultiMedia Modeling","author":"L-D Tran","year":"2022","unstructured":"Tran, L.-D., Ho, T.C., Pham, L.A., Nguyen, B., Gurrin, C., Zhou, L.: LLQA - lifelog question answering dataset. In: \u00de\u00f3r J\u00f3nsson, B., et al. (eds.) MMM 2022. LNCS, vol. 13141, pp. 217\u2013228. Springer, Cham (2022). https:\/\/doi.org\/10.1007\/978-3-030-98358-1_18"},{"key":"6_CR25","doi-asserted-by":"crossref","unstructured":"Tran, L.D., Nguyen, B., Zhou, L., Gurrin, C.: Myeachtra: event-based interactive lifelog retrieval system for LSC 2023. In: Proceedings of the 6th Annual ACM Lifelog Search Challenge, pp. 24\u201329. Association for Computing Machinery, New York (2023)","DOI":"10.1145\/3592573.3593100"},{"key":"6_CR26","doi-asserted-by":"publisher","first-page":"30982","DOI":"10.1109\/ACCESS.2023.3248284","volume":"11","author":"LD Tran","year":"2023","unstructured":"Tran, L.D., et al.: Comparing interactive retrieval approaches at the lifelog search challenge 2021. IEEE Access 11, 30982\u201330995 (2023)","journal-title":"IEEE Access"},{"key":"6_CR27","doi-asserted-by":"crossref","unstructured":"Tran, L.D., Nguyen, M.D., Nguyen, B., Lee, H., Zhou, L., Gurrin, C.: E-mysc\u00e9al: embedding-based interactive lifelog retrieval system for LSC 2022. In: Proceedings of the 5th Annual on Lifelog Search Challenge, pp. 32\u201337. LSC 2022, Association for Computing Machinery, New York (2022)","DOI":"10.1145\/3512729.3533012"},{"key":"6_CR28","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s11042-023-15078-6","volume":"82","author":"LD Tran","year":"2023","unstructured":"Tran, L.D., Nguyen, M.D., Nguyen, B.T., Zhou, L.: Mysc\u00e9al: a deeper analysis of an interactive lifelog search engine. Multimedia Tools Appl. 82, 1\u201318 (2023)","journal-title":"Multimedia Tools Appl."},{"key":"6_CR29","doi-asserted-by":"crossref","unstructured":"Tran, Q.L., Tran, L.D., Nguyen, B., Gurrin, C.: MemoriEase: an interactive lifelog retrieval system for LSC 2023. In: Proceedings of the 6th Annual ACM Lifelog Search Challenge, pp. 30\u201335 (2023)","DOI":"10.1145\/3592573.3593101"},{"key":"6_CR30","doi-asserted-by":"crossref","unstructured":"Wang, S., et al.: R 3: reinforced ranker-reader for open-domain question answering. In: Proceedings of the AAAI Conference on Artificial Intelligence, vol. 32 (2018)","DOI":"10.1609\/aaai.v32i1.12053"},{"key":"6_CR31","unstructured":"Yang, A., Miech, A., Sivic, J., Laptev, I., Schmid, C.: Zero-shot video question answering via frozen bidirectional language models. arXiv preprint arXiv:2206.08155 (2022)"},{"key":"6_CR32","doi-asserted-by":"crossref","unstructured":"Yang, W., et al.: End-to-end open-domain question answering with BERTserini. arXiv preprint arXiv:1902.01718 (2019)","DOI":"10.18653\/v1\/N19-4013"},{"key":"6_CR33","unstructured":"Yu, J., Wang, Z., Vasudevan, V., Yeung, L., Seyedhosseini, M., Wu, Y.: Coca: contrastive captioners are image-text foundation models. arXiv preprint arXiv:2205.01917 (2022)"},{"key":"6_CR34","unstructured":"Zhou, L., et al.: Overview of the NTCIR-16 lifelog-4 task. In: Proceedings of the 16th NTCIR Conference on Evaluation of Information Access Technologies, pp. 130\u2013135. National Institute of Informatics (2022)"},{"key":"6_CR35","unstructured":"Zhu, F., Lei, W., Wang, C., Zheng, J., Poria, S., Chua, T.S.: Retrieving and reading: a comprehensive survey on open-domain question answering. arXiv preprint arXiv:2101.00774 (2021)"}],"container-title":["Lecture Notes in Computer Science","MultiMedia Modeling"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-56435-2_6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,19]],"date-time":"2024-03-19T07:03:47Z","timestamp":1710831827000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-56435-2_6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9783031564345","9783031564352"],"references-count":35,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-56435-2_6","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"20 March 2024","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":"Amsterdam","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"The Netherlands","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29 January 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2 February 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"mmm2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"ConfTool Pro","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"297","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"120","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"40% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3.2","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3.2","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}