{"id":"https://openalex.org/W4399423471","doi":"https://doi.org/10.1145/3652583.3658119","title":"Known-Item Search in Video: An Eye Tracking-Based Study","display_name":"Known-Item Search in Video: An Eye Tracking-Based Study","publication_year":2024,"publication_date":"2024-05-30","ids":{"openalex":"https://openalex.org/W4399423471","doi":"https://doi.org/10.1145/3652583.3658119"},"language":"en","primary_location":{"id":"doi:10.1145/3652583.3658119","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3652583.3658119","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3652583.3658119","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 2024 International Conference on Multimedia Retrieval","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3652583.3658119","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046294768","display_name":"Lucas Joos","orcid":"https://orcid.org/0000-0001-7049-5203"},"institutions":[{"id":"https://openalex.org/I189712700","display_name":"University of Konstanz","ror":"https://ror.org/0546hnb39","country_code":"DE","type":"education","lineage":["https://openalex.org/I189712700"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Lucas Joos","raw_affiliation_strings":["University of Konstanz, Konstanz, Germany"],"raw_orcid":"https://orcid.org/0000-0001-7049-5203","affiliations":[{"raw_affiliation_string":"University of Konstanz, Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094329512","display_name":"Bastian J\u00e4ckl","orcid":"https://orcid.org/0009-0004-3341-1524"},"institutions":[{"id":"https://openalex.org/I189712700","display_name":"University of Konstanz","ror":"https://ror.org/0546hnb39","country_code":"DE","type":"education","lineage":["https://openalex.org/I189712700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bastian J\u00e4ckl","raw_affiliation_strings":["University of Konstanz, Konstanz, Germany"],"raw_orcid":"https://orcid.org/0009-0004-3341-1524","affiliations":[{"raw_affiliation_string":"University of Konstanz, Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073919282","display_name":"Daniel A. Keim","orcid":"https://orcid.org/0000-0001-7966-9740"},"institutions":[{"id":"https://openalex.org/I189712700","display_name":"University of Konstanz","ror":"https://ror.org/0546hnb39","country_code":"DE","type":"education","lineage":["https://openalex.org/I189712700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Daniel A. Keim","raw_affiliation_strings":["University of Konstanz, Konstanz, Germany"],"raw_orcid":"https://orcid.org/0000-0001-7966-9740","affiliations":[{"raw_affiliation_string":"University of Konstanz, Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016520165","display_name":"Maximilian T. Fischer","orcid":"https://orcid.org/0000-0001-8076-1376"},"institutions":[{"id":"https://openalex.org/I189712700","display_name":"University of Konstanz","ror":"https://ror.org/0546hnb39","country_code":"DE","type":"education","lineage":["https://openalex.org/I189712700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Maximilian T. Fischer","raw_affiliation_strings":["University of Konstanz, Konstanz, Germany"],"raw_orcid":"https://orcid.org/0000-0001-8076-1376","affiliations":[{"raw_affiliation_string":"University of Konstanz, Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008815142","display_name":"Ladislav Pe\u0161ka","orcid":"https://orcid.org/0000-0001-8082-4509"},"institutions":[{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Ladislav Peska","raw_affiliation_strings":["Charles University, Prague, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0001-8082-4509","affiliations":[{"raw_affiliation_string":"Charles University, Prague, Czech Republic","institution_ids":["https://openalex.org/I21250087"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010725699","display_name":"Jakub Loko\u010d","orcid":"https://orcid.org/0000-0002-3558-4144"},"institutions":[{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jakub Loko\u010d","raw_affiliation_strings":["Charles University, Prague, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0002-3558-4144","affiliations":[{"raw_affiliation_string":"Charles University, Prague, Czech Republic","institution_ids":["https://openalex.org/I21250087"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5046294768"],"corresponding_institution_ids":["https://openalex.org/I189712700"],"apc_list":null,"apc_paid":null,"fwci":0.4741,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.61302135,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"311","last_page":"319"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9991999864578247,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9986000061035156,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9980999827384949,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8393155336380005},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.761664867401123},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6055630445480347},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5827586650848389},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.5815389156341553},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5040249228477478},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.49717047810554504},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.46192023158073425},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.4546934962272644},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4539882242679596},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.4515024423599243},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.4352284073829651},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4345116913318634},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3848349452018738},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2113039493560791},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.177387535572052}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8393155336380005},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.761664867401123},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6055630445480347},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5827586650848389},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.5815389156341553},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5040249228477478},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.49717047810554504},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.46192023158073425},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.4546934962272644},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4539882242679596},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.4515024423599243},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.4352284073829651},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4345116913318634},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3848349452018738},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2113039493560791},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.177387535572052},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3652583.3658119","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3652583.3658119","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3652583.3658119","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 2024 International Conference on Multimedia Retrieval","raw_type":"proceedings-article"},{"id":"pmh:oai:kops.uni-konstanz.de:123456789/70160","is_oa":true,"landing_page_url":"http://nbn-resolving.de/urn:nbn:de:bsz:352-2-7q9jsiy8myuh1","pdf_url":"http://nbn-resolving.de/urn:nbn:de:bsz:352-2-7q9jsiy8myuh1","source":{"id":"https://openalex.org/S4306401487","display_name":"KOPS (University of Konstanz)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I189712700","host_organization_name":"University of Konstanz","host_organization_lineage":["https://openalex.org/I189712700"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"GURRIN,  Cathal,  Hrsg.,  Rachada KONGKACHANDRA,  Hrsg.,  Klaus SCHOEFFMANN,  Hrsg. und andere. ICMR '24: Proceedings of the 2024 International Conference on Multimedia Retrieval. New York, NY: ACM, 2024, S. 311-319. ISBN 979-8-4007-0619-6. Verf\u00fcgbar unter: doi: 10.1145/3652583.3658119","raw_type":"doc-type:Text"}],"best_oa_location":{"id":"doi:10.1145/3652583.3658119","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3652583.3658119","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3652583.3658119","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 2024 International Conference on Multimedia Retrieval","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1616605873","display_name":null,"funder_award_id":"TRR 161","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G4530078855","display_name":null,"funder_award_id":"13N16242","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G5313651628","display_name":null,"funder_award_id":"22-21696S","funder_id":"https://openalex.org/F4320321006","funder_display_name":"Grantov\u00e1 Agentura \u010cesk\u00e9 Republiky"},{"id":"https://openalex.org/G6401459825","display_name":null,"funder_award_id":"251654672","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320321006","display_name":"Grantov\u00e1 Agentura \u010cesk\u00e9 Republiky","ror":"https://ror.org/01pv73b02"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4399423471.pdf"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W146583403","https://openalex.org/W1965305672","https://openalex.org/W1984232353","https://openalex.org/W2089964152","https://openalex.org/W2113180829","https://openalex.org/W2118783153","https://openalex.org/W2130660124","https://openalex.org/W2405531384","https://openalex.org/W2560674852","https://openalex.org/W2739860611","https://openalex.org/W2766474880","https://openalex.org/W2801036749","https://openalex.org/W2885044121","https://openalex.org/W2940829090","https://openalex.org/W3027256508","https://openalex.org/W3096698434","https://openalex.org/W3189373506","https://openalex.org/W4309324523","https://openalex.org/W4361756747","https://openalex.org/W4379806244","https://openalex.org/W4386140257","https://openalex.org/W4387165036","https://openalex.org/W4401328422","https://openalex.org/W6912494966"],"related_works":["https://openalex.org/W2188500270","https://openalex.org/W2303858293","https://openalex.org/W2915512527","https://openalex.org/W51364034","https://openalex.org/W2793336762","https://openalex.org/W2091548507","https://openalex.org/W2368816706","https://openalex.org/W3159414774","https://openalex.org/W4385728102","https://openalex.org/W2378093739"],"abstract_inverted_index":{"Deep":[0],"learning":[1],"has":[2],"revolutionized":[3],"multimedia":[4],"retrieval,":[5],"yet":[6],"effectively":[7,52],"searching":[8],"within":[9],"large":[10],"video":[11,55,164],"collections":[12],"remains":[13],"a":[14,66,136],"complex":[15,82],"challenge.":[16],"This":[17,107],"paper":[18],"focuses":[19],"on":[20,65],"the":[21,30,42,54,69,120,171,177],"design":[22,167],"and":[23,83,115,143,148],"evaluation":[24],"of":[25,32,71,99,162],"known-item":[26],"search":[27,113,153],"systems,":[28],"leveraging":[29],"strengths":[31],"CLIP-based":[33],"deep":[34],"neural":[35],"networks":[36],"for":[37,77,138,173],"ranking.":[38],"At":[39],"events":[40],"like":[41],"Video":[43],"Browser":[44],"Showdown,":[45],"these":[46],"models":[47,59],"have":[48],"shown":[49],"promise":[50],"in":[51,176],"ranking":[53,58],"frames.":[56],"While":[57],"can":[60],"be":[61],"pre-selected":[62],"automatically":[63],"based":[64],"benchmark":[67],"collection,":[68],"selection":[70],"an":[72,95],"optimal":[73],"browsing":[74],"interface,":[75],"crucial":[76],"refining":[78],"top-ranked":[79],"items,":[80],"is":[81],"heavily":[84],"influenced":[85],"by":[86,93],"user":[87,100,116,152],"behavior.":[88,154],"Our":[89,133],"study":[90],"addresses":[91],"this":[92],"presenting":[94],"eye":[96],"tracking-based":[97],"analysis":[98],"interaction":[101],"with":[102,140],"different":[103],"image":[104,146],"grid":[105,149],"layouts.":[106],"approach":[108],"offers":[109],"novel":[110],"insights":[111],"into":[112],"patterns":[114],"preferences,":[117],"particularly":[118],"examining":[119],"trade-off":[121],"between":[122],"displaying":[123],"fewer":[124,141],"but":[125,130,168],"larger":[126],"images":[127,142],"versus":[128],"more":[129],"smaller":[131],"images.":[132],"findings":[134],"reveal":[135],"preference":[137],"grids":[139],"detail":[144],"how":[145],"similarity":[147],"position":[150],"affect":[151],"These":[155],"results":[156],"not":[157],"only":[158],"enhance":[159],"our":[160],"understanding":[161],"effective":[163],"retrieval":[165],"interface":[166],"also":[169],"set":[170],"stage":[172],"future":[174],"advancements":[175],"field.":[178]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}