{"id":"https://openalex.org/W4379179703","doi":"https://doi.org/10.1145/3592573.3593102","title":"Multi-Mode Clustering for Graph-Based Lifelog Retrieval","display_name":"Multi-Mode Clustering for Graph-Based Lifelog Retrieval","publication_year":2023,"publication_date":"2023-06-02","ids":{"openalex":"https://openalex.org/W4379179703","doi":"https://doi.org/10.1145/3592573.3593102"},"language":"en","primary_location":{"id":"doi:10.1145/3592573.3593102","doi":"https://doi.org/10.1145/3592573.3593102","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3592573.3593102","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3592573.3593102","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th Annual ACM Lifelog Search Challenge","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3592573.3593102","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052015967","display_name":"Luca Rossetto","orcid":"https://orcid.org/0000-0002-5389-9465","observed_orcids":["https://orcid.org/0000-0002-5389-9465"]},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Luca Rossetto","raw_affiliation_strings":["Department of Informatics, University of Zurich, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-5389-9465","affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056796427","display_name":"Oana Inel","orcid":"https://orcid.org/0000-0003-4691-6586","observed_orcids":["https://orcid.org/0000-0003-4691-6586"]},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Oana Inel","raw_affiliation_strings":["Department of Informatics, University of Zurich, Switzerland"],"raw_orcid":"https://orcid.org/0000-0003-4691-6586","affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064042105","display_name":"Svenja Lange","orcid":"https://orcid.org/0000-0002-5694-388X","observed_orcids":["https://orcid.org/0000-0002-5694-388X"]},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Svenja Lange","raw_affiliation_strings":["Department of Informatics, University of Zurich, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-5694-388X","affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042575549","display_name":"Florian Ruosch","orcid":"https://orcid.org/0000-0002-0257-3318","observed_orcids":["https://orcid.org/0000-0002-0257-3318"]},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Florian Ruosch","raw_affiliation_strings":["Department of Informatics, University of Zurich, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-0257-3318","affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100777475","display_name":"Ruijie Wang","orcid":"https://orcid.org/0000-0002-0581-6709","observed_orcids":["https://orcid.org/0000-0002-0581-6709"]},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Ruijie Wang","raw_affiliation_strings":["Department of Informatics, University of Zurich, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-0581-6709","affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073592405","display_name":"Abraham Bernstein","orcid":"https://orcid.org/0000-0002-0128-4602","observed_orcids":["https://orcid.org/0000-0002-0128-4602"]},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Abraham Bernstein","raw_affiliation_strings":["Department of Informatics, University of Zurich, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-0128-4602","affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I202697423"],"apc_list":null,"apc_paid":null,"fwci":2.4299,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.90719192,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"36","last_page":"40"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.10520000010728836,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.10520000010728836,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.10220000147819519,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.09350000321865082,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/lifelog-retrieval","display_name":"lifelog retrieval","score":0.9160000085830688},{"id":"https://openalex.org/keywords/multimodal-knowledge-graphs","display_name":"multimodal knowledge graphs","score":0.765999972820282},{"id":"https://openalex.org/keywords/sequence-clustering","display_name":"sequence clustering","score":0.7870000004768372},{"id":"https://openalex.org/keywords/cluster-hierarchy","display_name":"cluster hierarchy","score":0.843999981880188},{"id":"https://openalex.org/keywords/image-embeddings","display_name":"image embeddings","score":0.6309999823570251},{"id":"https://openalex.org/keywords/openclip","display_name":"OpenCLIP","score":0.9449999928474426},{"id":"https://openalex.org/keywords/semantic-metadata","display_name":"semantic metadata","score":0.8730000257492065},{"id":"https://openalex.org/keywords/graph-search","display_name":"graph search","score":0.5839999914169312}],"concepts":[{"id":"https://openalex.org/C176168674","wikidata":"https://www.wikidata.org/wiki/Q763835","display_name":"Lifelog","level":2,"score":0.8521411418914795},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8132075667381287},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6569854021072388},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.6515181064605713},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6395702958106995},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6375483870506287},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.5372362732887268},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.5248140096664429},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32468023896217346},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1920453906059265},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.17355802655220032},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.07466796040534973},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3592573.3593102","doi":"https://doi.org/10.1145/3592573.3593102","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3592573.3593102","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3592573.3593102","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th Annual ACM Lifelog Search Challenge","raw_type":"proceedings-article"},{"id":"pmh:oai:www.zora.uzh.ch:236817","doi":null,"is_oa":true,"landing_page_url":"https://www.zora.uzh.ch/id/eprint/236817/1/2023_LSC.pdf","pdf_url":"https://www.zora.uzh.ch/id/eprint/236817/1/2023_LSC.pdf","source":{"id":"https://openalex.org/S4306401281","display_name":"Zurich Open Repository and Archive (University of Zurich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I202697423","host_organization_name":"University of Zurich","host_organization_lineage":["https://openalex.org/I202697423"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Rossetto, Luca; Inel, Oana; Lange, Svenja; Ruosch, Florian; Wang, Ruijie; Bernstein, Abraham (2023). Multi-Mode Clustering for Graph-Based Lifelog Retrieval. In: ICMR '23: International Conference on Multimedia Retrieval, Thessaloniki Greece, 12 July 2023 - 15 July 2023. ACM Digital library, 36-40.","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:www.zora.uzh.ch:20.500.14742/209979","doi":null,"is_oa":true,"landing_page_url":"https://www.zora.uzh.ch/handle/20.500.14742/209979","pdf_url":null,"source":{"id":"https://openalex.org/S4306401281","display_name":"Zurich Open Repository and Archive (University of Zurich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I202697423","host_organization_name":"University of Zurich","host_organization_lineage":["https://openalex.org/I202697423"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Rossetto, L., Inel, O., Lange, S., Ruosch, F., Wang, R., & Bernstein, A. (2023). Multi-Mode Clustering for Graph-Based Lifelog Retrieval (C. Gurrin, B. P. Jonsson, D. T. D. Nguyen, G. Healy, J. Lokoc, L. Zhou, L. Rossetto, M.-T. Tran, W. Hurst, W. Bailer, & K. Schoeffmann, Eds.; pp. 36\u201340). ACM Digital library. https://doi.org/10.1145/3592573.3593102","raw_type":"Conference or Workshop Item"},{"id":"doi:10.5167/uzh-236817","doi":"https://doi.org/10.5167/uzh-236817","is_oa":true,"landing_page_url":"https://doi.org/10.5167/uzh-236817","pdf_url":null,"source":{"id":"https://openalex.org/S4306401281","display_name":"Zurich Open Repository and Archive (University of Zurich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I202697423","host_organization_name":"University of Zurich","host_organization_lineage":["https://openalex.org/I202697423"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"ConferencePaper"}],"best_oa_location":{"id":"doi:10.1145/3592573.3593102","doi":"https://doi.org/10.1145/3592573.3593102","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3592573.3593102","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3592573.3593102","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th Annual ACM Lifelog Search Challenge","raw_type":"proceedings-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"score":0.4399999976158142,"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G2195502256","display_name":"CrowdAlytics: Large-Scale Human-Machine Systems for Data Science","funder_award_id":"184994","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G6758380748","display_name":"MediaGraph","funder_award_id":"202125","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320320924","display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","ror":"https://ror.org/00yjd3n13"},{"id":"https://openalex.org/F4320323874","display_name":"Universit\u00e4t Z\u00fcrich","ror":"https://ror.org/02crff812"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4379179703.pdf","grobid_xml":"https://content.openalex.org/works/W4379179703.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W2006172562","https://openalex.org/W2561529111","https://openalex.org/W2732026016","https://openalex.org/W2931065856","https://openalex.org/W2952517849","https://openalex.org/W3033630858","https://openalex.org/W3033661344","https://openalex.org/W3033781770","https://openalex.org/W3080113580","https://openalex.org/W3126337751","https://openalex.org/W3126660917","https://openalex.org/W3156709469","https://openalex.org/W3193870590","https://openalex.org/W3194006528","https://openalex.org/W3194836460","https://openalex.org/W3196023868","https://openalex.org/W4220993326","https://openalex.org/W4283361106","https://openalex.org/W4283381985","https://openalex.org/W4283399829","https://openalex.org/W4306820534","https://openalex.org/W4320495974","https://openalex.org/W4321780107","https://openalex.org/W4379806361","https://openalex.org/W4386065512"],"related_works":["https://openalex.org/W2805113808","https://openalex.org/W1981938961","https://openalex.org/W1998053","https://openalex.org/W2255742513","https://openalex.org/W4297883442","https://openalex.org/W4247891579","https://openalex.org/W11278570","https://openalex.org/W1550456461","https://openalex.org/W2010826556","https://openalex.org/W3200375535"],"abstract_inverted_index":{"As":[0],"part":[1],"of":[2,37,65,90],"the":[3,34,62],"6th":[4],"Lifelog":[5,15],"Search":[6],"Challenge,":[7],"this":[8,76],"paper":[9],"presents":[10],"an":[11],"approach":[12],"to":[13,32,41,82],"arrange":[14],"data":[16],"in":[17,39],"a":[18,66],"multi-modal":[19,35],"knowledge":[20],"graph":[21,67,78],"based":[22,57],"on":[23,58,75],"cluster":[24],"hierarchies.":[25],"We":[26],"use":[27],"multiple":[28],"sequence":[29],"clustering":[30],"approaches":[31],"address":[33],"nature":[36],"Lifelogs":[38,70],"relation":[40],"temporal,":[42],"spatial,":[43],"and":[44,55],"visual":[45],"factors.":[46],"The":[47],"resulting":[48],"clusters,":[49],"along":[50],"with":[51],"semantic":[52,63],"metadata":[53],"captions":[54],"augmentations":[56],"OpenCLIP,":[59],"provide":[60],"for":[61],"structure":[64],"including":[68],"all":[69],"as":[71,86,88],"entries.":[72],"Textual":[73],"queries":[74],"hierarchical":[77],"can":[79],"be":[80],"expressed":[81],"retrieve":[83],"individual":[84],"Lifelogs,":[85],"well":[87],"clusters":[89],"Lifelogs.":[91]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-09-29T14:09:16.559479","created_date":"2025-10-10T00:00:00"}