{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,30]],"date-time":"2025-12-30T08:50:00Z","timestamp":1767084600306,"version":"build-2065373602"},"publisher-location":"New York, NY, USA","reference-count":30,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,6,10]],"date-time":"2024-06-10T00:00:00Z","timestamp":1717977600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"Vingroup Innovation Foundation ? VINIF"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,6,10]]},"DOI":"10.1145\/3643489.3661112","type":"proceedings-article","created":{"date-parts":[[2024,6,18]],"date-time":"2024-06-18T12:32:17Z","timestamp":1718713937000},"page":"1-6","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":12,"title":["LifeInsight2.0: An Enhanced Approach for Automated Lifelog Retrieval in LSC'24"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0884-5019","authenticated-orcid":false,"given":"Gia Huy","family":"Vuong","sequence":"first","affiliation":[{"name":"Faculty of Information Technology, University of Science, Vietnam National University, University of Science, VNU-HCM, Ho Chi Minh, Viet Nam"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8389-2176","authenticated-orcid":false,"given":"Van-Son","family":"Ho","sequence":"additional","affiliation":[{"name":"Faculty of Information Technology, University of Science, Vietnam National University, University of Science, VNU-HCM, Ho Chi Minh, Viet Nam"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-8874-8823","authenticated-orcid":false,"given":"Tien Thanh","family":"Nguyen Dang","sequence":"additional","affiliation":[{"name":"Faculty of Information Technology, University of Science, Vietnam National University, University of Science, VNU-HCM, Ho Chi Minh, Viet Nam"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-8192-9635","authenticated-orcid":false,"given":"Xuan-Dang","family":"Thai","sequence":"additional","affiliation":[{"name":"Faculty of Information Technology, University of Science, Vietnam National University, University of Science, VNU-HCM, Ho Chi Minh, Viet Nam"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1953-7679","authenticated-orcid":false,"given":"Thang-Long","family":"Nguyen-Ho","sequence":"additional","affiliation":[{"name":"School of computing, Dublin City University, Dublin, Ireland, Ireland"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3211-9076","authenticated-orcid":false,"given":"Minh-Khoi","family":"Pham","sequence":"additional","affiliation":[{"name":"School of computing, Dublin City University, Dublin, Ireland, Ireland"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3013-9380","authenticated-orcid":false,"given":"Tu-Khiem","family":"Le","sequence":"additional","affiliation":[{"name":"School of computing, Dublin City University, Dublin, Ireland, Ireland"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0641-8806","authenticated-orcid":false,"given":"Van-Tu","family":"Ninh","sequence":"additional","affiliation":[{"name":"School of computing, Dublin City University, Dublin, Ireland, Ireland"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6429-6339","authenticated-orcid":false,"given":"Graham","family":"Healy","sequence":"additional","affiliation":[{"name":"School of computing, Dublin City University, Dublin, Ireland, Ireland"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2903-3968","authenticated-orcid":false,"given":"Cathal","family":"Gurrin","sequence":"additional","affiliation":[{"name":"Computing, Dublin City University, Dublin, Ireland"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3046-3041","authenticated-orcid":false,"given":"Minh-Triet","family":"Tran","sequence":"additional","affiliation":[{"name":"Faculty of Information Technology, University of Science, Vietnam National University, University of Science, VNU-HCM, Ho Chi Minh, Viet Nam"}]}],"member":"320","published-online":{"date-parts":[[2024,6,18]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Proceedings of the 5th Annual on Lifelog Search Challenge","author":"Alam Naushad","year":"2022","unstructured":"Naushad Alam, Yvette Graham, and Cathal Gurrin. 2022. Memento 2.0: An Improved Lifelog Search Engine for LSC'22. In Proceedings of the 5th Annual on Lifelog Search Challenge (Newark, NJ, USA) (LSC '22). Association for Computing Machinery, New York, NY, USA, 2--7. 10.1145\/3512729.3533006"},{"key":"e_1_3_2_1_2_1","volume-title":"Proceedings of the 5th Annual on Lifelog Search Challenge","author":"Alateeq Ahmed","year":"2022","unstructured":"Ahmed Alateeq, Mark Roantree, and Cathal Gurrin. 2022. Voxento 3.0: A Prototype Voice-Controlled Interactive Search Engine for Lifelog. In Proceedings of the 5th Annual on Lifelog Search Challenge (Newark, NJ, USA) (LSC '22). Association for Computing Machinery, New York, NY, USA, 43--47. 10.1145\/3512729.3533009"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/3463948.3469070"},{"key":"e_1_3_2_1_4_1","unstructured":"Alexey Bochkovskiy Chien-Yao Wang and Hong-Yuan Mark Liao. 2020. YOLOv4: Optimal Speed and Accuracy of Object Detection. arXiv:cs.CV\/2004.10934"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","unstructured":"Alexander Faisst and Bj\u00f6rn J\u00f3nsson. 2021. LifeMon: A MongoDB-Based Lifelog Retrieval Prototype. 75--80. 10.1145\/3463948.3469066","DOI":"10.1145\/3463948.3469066"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.34740\/KAGGLE\/M\/3301"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1561\/1500000033"},{"key":"e_1_3_2_1_8_1","volume-title":"LSC'24","author":"Gurrin Cathal","year":"2024","unstructured":"Cathal Gurrin, Liting Zhou, Graham Healy, Bailer. Werner, Duc-Tien Dang-Nguyen, Steve Hodges, Bj\u00f6rn \u00de\u00f3r J\u00f3nsson, Jakub Loko\u010d, Luca Rossetto, Minh-Triet Tran, and Klaus Sch\u00f6ffmann. 2024. Introduction to the Seventh Annual Lifelog Search Challenge, LSC'24. International Conference on Multimedia Retrieval (ICMR'24). 10.1145\/3652583.3658891"},{"key":"e_1_3_2_1_9_1","volume-title":"Proceedings of the 4th Annual on Lifelog Search Challenge","author":"Heller Silvan","year":"2021","unstructured":"Silvan Heller, Ralph Gasser, Mahnaz Parian-Scherb, Sanja Popovic, Luca Rossetto, Loris Sauter, Florian Spiess, and Heiko Schuldt. 2021. Interactive Multimodal Lifelog Retrieval with Vitrivr at LSC 2021. In Proceedings of the 4th Annual on Lifelog Search Challenge (Taipei, Taiwan) (LSC '21). Association for Computing Machinery, New York, NY, USA, 35--39. 10.1145\/3463948.3469062"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","unstructured":"Silvan Heller Loris Sauter Heiko Schuldt and Luca Rossetto. 2020. MultiStage Queries and Temporal Scoring in Vitrivr. 1--5. 10.1109\/ICMEW46912.2020.9105954","DOI":"10.1109\/ICMEW46912.2020.9105954"},{"key":"e_1_3_2_1_11_1","volume-title":"Proceedings of the 6th Annual ACM Lifelog Search Challenge","author":"Hoang-Xuan Nhat","year":"2023","unstructured":"Nhat Hoang-Xuan, Thang-Long Nguyen-Ho, Cathal Gurrin, and Minh-Triet Tran. 2023. Lifelog Discovery Assistant: Suggesting Prompts and Indexing Event Sequences for FIRST at LSC 2023. In Proceedings of the 6th Annual ACM Lifelog Search Challenge (Thessaloniki, Greece) (LSC '23). Association for Computing Machinery, New York, NY, USA, 47--52. 10.1145\/3592573.3593104"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/3512729.3533013"},{"key":"e_1_3_2_1_13_1","volume-title":"Hoi","author":"Li Junnan","year":"2022","unstructured":"Junnan Li, Dongxu Li, Caiming Xiong, and Steven C. H. Hoi. 2022. BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation. CoRR abs\/2201.12086 (2022)."},{"key":"e_1_3_2_1_14_1","volume-title":"E-LifeSeeker: An Interactive Lifelog Search Engine for LSC'23","author":"Nguyen Thao-Nhu","year":"2023","unstructured":"Thao-Nhu Nguyen, Tu-Khiem Le, Van-Tu Ninh, Cathal Gurrin, Minh-Triet Tran, Thanh Binh Nguyen, Graham Healy, Annalina Caputo, and Sinead Smyth. 2023. E-LifeSeeker: An Interactive Lifelog Search Engine for LSC'23. In Proceedings of the 6th Annual ACM Lifelog Search Challenge (Thessaloniki, Greece) (LSC '23). Association for Computing Machinery, New York, NY, USA, 13--17. 10.1145\/3592573.3593098"},{"key":"e_1_3_2_1_15_1","volume-title":"Proceedings of the 5th Annual on Lifelog Search Challenge","author":"Nguyen Thao-Nhu","year":"2022","unstructured":"Thao-Nhu Nguyen, Tu-Khiem Le, Van-Tu Ninh, Minh-Triet Tran, Thanh Binh Nguyen, Graham Healy, Sin\u00e9ad Smyth, Annalina Caputo, and Cathal Gurrin. 2022. LifeSeeker 4.0: An Interactive Lifelog Search Engine for LSC'22. In Proceedings of the 5th Annual on Lifelog Search Challenge (Newark, NJ, USA) (LSC '22). Association for Computing Machinery, New York, NY, USA, 14--19. 10.1145\/3512729.3533014"},{"key":"e_1_3_2_1_16_1","volume-title":"Proceedings of the 4th Annual on Lifelog Search Challenge","author":"Nguyen Thao-Nhu","year":"2021","unstructured":"Thao-Nhu Nguyen, Tu-Khiem Le, Van-Tu Ninh, Minh-Triet Tran, Nguyen Thanh Binh, Graham Healy, Annalina Caputo, and Cathal Gurrin. 2021. Life-Seeker 3.0: An Interactive Lifelog Search Engine for LSC'21. In Proceedings of the 4th Annual on Lifelog Search Challenge (Taipei, Taiwan) (LSC '21). Association for Computing Machinery, New York, NY, USA, 41--46. 10.1145\/3463948.3469065"},{"key":"e_1_3_2_1_17_1","volume-title":"Proceedings of the 6th Annual ACM Lifelog Search Challenge","author":"Nguyen-Dang Tien-Thanh","year":"2023","unstructured":"Tien-Thanh Nguyen-Dang, Xuan-Dang Thai, Gia-Huy Vuong, Van-Son Ho, Minh-Triet Tran, Van-Tu Ninh, Minh-Khoi Pham, Tu-Khiem Le, and Graham Healy. 2023. LifeInsight: An Interactive Lifelog Retrieval System with Comprehensive Spatial Insights and Query Assistance. In Proceedings of the 6th Annual ACM Lifelog Search Challenge (Thessaloniki, Greece) (LSC '23). Association for Computing Machinery, New York, NY, USA, 59--64. 10.1145\/3592573.3593106"},{"key":"e_1_3_2_1_18_1","volume-title":"Van-Son Ho, Tien-Thanh Nguyen-Dang, Xuan-Dang Thai, Minh-Khoi Pham, Tu-Khiem Le, Van-Tu Ninh, and Minh-Triet Tran.","author":"Nguyen-Ho Thang-Long","year":"2023","unstructured":"Thang-Long Nguyen-Ho, Gia Huy Vuong, Van-Son Ho, Tien-Thanh Nguyen-Dang, Xuan-Dang Thai, Minh-Khoi Pham, Tu-Khiem Le, Van-Tu Ninh, and Minh-Triet Tran. 2023. Automatic Sub-Task Focus: LifeInsight's Contribution to NTCIR-17 Lifelog-5. NII Institutional Repository. As the demand for personalized data retrieval systems continues to grow, recent research has emphasized the development of lifelog retrieval mechanisms. Many new research and methods have focused on studying the integration of user interactions and feedback into search engines. In this paper, we introduce the automation approach of LifeInsight, a retrieval system designed explicitly for the NTCIR-17 Lifelog-5 Automatic Task, facilitating a seamless search experience and efficient data mining. Our method entails a two-fold process, where we first enrich the metadata from the raw query, followed by the composition of the retrieval method from input entities. Our proposed system not only enhances the search process but also ensures a comprehensive and detailed analysis of lifelog data for diverse applications. By focusing primarily on the automatic sub-task, we demonstrate the efficacy of our LifeInsight retrieval algorithm, showcasing competitive results that rival those of an expert user."},{"key":"e_1_3_2_1_19_1","volume-title":"Manning","author":"Qi Peng","year":"2020","unstructured":"Peng Qi, Yuhao Zhang, Yuhui Zhang, Jason Bolton, and Christopher D. Manning. 2020. Stanza: A Python Natural Language Processing Toolkit for Many Human Languages. CoRR abs\/2003.07082 (2020)."},{"key":"e_1_3_2_1_20_1","volume-title":"Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, Gretchen Krueger, and Ilya Sutskever.","author":"Radford Alec","year":"2021","unstructured":"Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, Gretchen Krueger, and Ilya Sutskever. 2021. Learning Transferable Visual Models From Natural Language Supervision. CoRR abs\/2103.00020 (2021). arXiv:2103.00020 https:\/\/arxiv.org\/abs\/2103.00020"},{"volume-title":"MEMORIA: A Memory Enhancement and MOment RetrIeval Application for LSC 2022. In Proceedings of the 5th Annual on Lifelog Search Challenge","author":"Ribiero Ricardo","key":"e_1_3_2_1_21_1","unstructured":"Ricardo Ribiero, Alina Trifan, and Antonio J. R. Neves. 2022. MEMORIA: A Memory Enhancement and MOment RetrIeval Application for LSC 2022. In Proceedings of the 5th Annual on Lifelog Search Challenge (Newark, NJ, USA) (LSC '22). Association for Computing Machinery, New York, NY, USA, 8--13. 10.1145\/3512729.3533011"},{"key":"e_1_3_2_1_22_1","volume-title":"Proceedings of the 4th Annual on Lifelog Search Challenge","author":"Rossetto Luca","year":"2021","unstructured":"Luca Rossetto, Matthias Baumgartner, Ralph Gasser, Lucien Heitz, Ruijie Wang, and Abraham Bernstein. 2021. Exploring Graph-Querying Approaches in Life-Graph. In Proceedings of the 4th Annual on Lifelog Search Challenge (Taipei, Taiwan) (LSC '21). Association for Computing Machinery, New York, NY, USA, 7--10. 10.1145\/3463948.3469068"},{"key":"e_1_3_2_1_23_1","volume-title":"Proceedings of the 6th Annual ACM Lifelog Search Challenge","author":"Schoeffmann Klaus","year":"2023","unstructured":"Klaus Schoeffmann. 2023. lifeXplore at the Lifelog Search Challenge 2023. In Proceedings of the 6th Annual ACM Lifelog Search Challenge (Thessaloniki, Greece) (LSC '23). Association for Computing Machinery, New York, NY, USA, 53--58. 10.1145\/3592573.3593105"},{"key":"e_1_3_2_1_24_1","volume-title":"Proceedings of the 6th Annual ACM Lifelog Search Challenge","author":"Schoeffmann Klaus","year":"2023","unstructured":"Klaus Schoeffmann. 2023. lifeXplore at the Lifelog Search Challenge 2023. In Proceedings of the 6th Annual ACM Lifelog Search Challenge (Thessaloniki, Greece) (LSC '23). Association for Computing Machinery, New York, NY, USA, 53--58. 10.1145\/3592573.3593105"},{"key":"e_1_3_2_1_25_1","volume-title":"Virtual Event \/ Singapore","author":"Schoeffmann Klaus","year":"2020","unstructured":"Klaus Schoeffmann, Jakub Lokoc, and Werner Bailer. 2020. 10 years of video browser showdown. In MMAsia 2020: ACM Multimedia Asia, Virtual Event \/ Singapore, 7-9 March, 2021, Tat-Seng Chua, Jingdong Wang, Qi Tian, Cathal Gurrin, Jia Jia, Hanwang Zhang, and Qianru Sun (Eds.). ACM, 73:1--73:3. 10.1145\/3444685.3450215"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/3463948.3469073"},{"key":"e_1_3_2_1_27_1","volume-title":"Proceedings of the 4th Annual on Lifelog Search Challenge","author":"Tran Ly-Duyen","year":"2021","unstructured":"Ly-Duyen Tran, Manh-Duy Nguyen, Nguyen Thanh Binh, Hyowon Lee, and Cathal Gurrin. 2021. Mysc\u00e9al 2.0: A Revised Experimental Interactive Lifelog Retrieval System for LSC'21. Proceedings of the 4th Annual on Lifelog Search Challenge (2021)."},{"key":"e_1_3_2_1_28_1","volume-title":"E-Mysc\u00e9al: Embedding-Based Interactive Lifelog Retrieval System for LSC'22","author":"Tran Ly-Duyen","year":"2022","unstructured":"Ly-Duyen Tran, Manh-Duy Nguyen, Binh Nguyen, Hyowon Lee, Liting Zhou, and Cathal Gurrin. 2022. E-Mysc\u00e9al: Embedding-Based Interactive Lifelog Retrieval System for LSC'22. In Proceedings of the 5th Annual on Lifelog Search Challenge (Newark, NJ, USA) (LSC '22). Association for Computing Machinery, New York, NY, USA, 32--37. 10.1145\/3512729.3533012"},{"key":"e_1_3_2_1_29_1","volume-title":"Proceedings of the Third ACM Workshop on Lifelog Search Challenge, LSC@ICMR 2020","author":"Tran Minh-Triet","year":"2020","unstructured":"Minh-Triet Tran, Thanh-An Nguyen, Quoc-Cuong Tran, Mai-Khiem Tran, Khanh Nguyen, Van-Tu Ninh, Tu-Khiem Le, Hoang-Phuc Trang-Trung, Hoang-Anh Le, Hai-Dang Nguyen, Trong-Le Do, Viet-Khoa Vo-Ho, and Cathal Gurrin. 2020. FIRST - Flexible Interactive Retrieval SysTem for Visual Lifelog Exploration at LSC 2020. In Proceedings of the Third ACM Workshop on Lifelog Search Challenge, LSC@ICMR 2020, Dublin, Ireland, June 8-11, 2020, Cathal Gurrin, Klaus Sch\u00f6ffmann, Bj\u00f6rn \u00de\u00f3r J\u00f3nsson, Duc-Tien Dang-Nguyen, Jakub Lokoc, Minh-Triet Tran, and Wolfgang H\u00fcrst (Eds.). ACM, 67--72. 10.1145\/3379172.3391726"},{"key":"e_1_3_2_1_30_1","volume-title":"ViewsInsight: Enhancing Video Retrieval for VBS 2024 with a User-Friendly Interaction Mechanism. 400--406","author":"Vuong Gia-Huy","year":"2024","unstructured":"Gia-Huy Vuong, Van-Son Ho, Tien-Thanh Nguyen-Dang, Xuan-Dang Thai, Tu-Khiem Le, Minh-Khoi Pham, Tu Ninh, Cathal Gurrin, and Minh-Triet Tran. 2024. ViewsInsight: Enhancing Video Retrieval for VBS 2024 with a User-Friendly Interaction Mechanism. 400--406. 10.1007\/978-3-031-53302-0_38"}],"event":{"name":"LSC '24: 7th Annual ACM Workshop on the Lifelog Search Challenge","sponsor":["SIGMM ACM Special Interest Group on Multimedia"],"location":"Phuket Thailand","acronym":"LSC '24"},"container-title":["Proceedings of the 7th Annual ACM Workshop on the Lifelog Search Challenge"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3643489.3661112","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3643489.3661112","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T16:31:22Z","timestamp":1750264282000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3643489.3661112"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,6,10]]},"references-count":30,"alternative-id":["10.1145\/3643489.3661112","10.1145\/3643489"],"URL":"https:\/\/doi.org\/10.1145\/3643489.3661112","relation":{},"subject":[],"published":{"date-parts":[[2024,6,10]]},"assertion":[{"value":"2024-06-18","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}