{"id":"https://openalex.org/W2805379787","doi":"https://doi.org/10.1145/3204493.3204546","title":"Leveraging eye-gaze and time-series features to predict user interests and build a recommendation model for visual analysis","display_name":"Leveraging eye-gaze and time-series features to predict user interests and build a recommendation model for visual analysis","publication_year":2018,"publication_date":"2018-06-07","ids":{"openalex":"https://openalex.org/W2805379787","doi":"https://doi.org/10.1145/3204493.3204546","mag":"2805379787"},"language":"en","primary_location":{"id":"doi:10.1145/3204493.3204546","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3204493.3204546","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3204493.3204546","source":{"id":"https://openalex.org/S4306523650","display_name":"Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3204493.3204546","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067504202","display_name":"Nelson Silva","orcid":"https://orcid.org/0000-0002-4994-0963"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]},{"id":"https://openalex.org/I4210088621","display_name":"Know Center Research GmbH (Austria)","ror":"https://ror.org/004zhad81","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210088621"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Nelson Silva","raw_affiliation_strings":["Know-Center GmbH, TU Graz, CGV, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Know-Center GmbH, TU Graz, CGV, Austria","institution_ids":["https://openalex.org/I4092182","https://openalex.org/I4210088621"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016219620","display_name":"Tobias Schreck","orcid":"https://orcid.org/0000-0003-0778-8665"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Tobias Schreck","raw_affiliation_strings":["TU Graz, Visualisation (CGV), Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Graz, Visualisation (CGV), Austria","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013561691","display_name":"Eduardo Veas","orcid":"https://orcid.org/0000-0002-0356-4034"},"institutions":[{"id":"https://openalex.org/I4210088621","display_name":"Know Center Research GmbH (Austria)","ror":"https://ror.org/004zhad81","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210088621"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Eduardo Veas","raw_affiliation_strings":["Know-Center GmbH, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Know-Center GmbH, Graz, Austria","institution_ids":["https://openalex.org/I4210088621"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012164072","display_name":"Vedran Sabol","orcid":"https://orcid.org/0000-0002-0599-445X"},"institutions":[{"id":"https://openalex.org/I4210088621","display_name":"Know Center Research GmbH (Austria)","ror":"https://ror.org/004zhad81","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210088621"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Vedran Sabol","raw_affiliation_strings":["Know-Center GmbH, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Know-Center GmbH, Graz, Austria","institution_ids":["https://openalex.org/I4210088621"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007325407","display_name":"Eva Eggeling","orcid":"https://orcid.org/0000-0001-6703-2865"},"institutions":[{"id":"https://openalex.org/I4210125165","display_name":"Fraunhofer Austria","ror":"https://ror.org/038bzrc91","country_code":"AT","type":"nonprofit","lineage":["https://openalex.org/I4210125165","https://openalex.org/I4923324"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Eva Eggeling","raw_affiliation_strings":["Fraunhofer Austria Research GmbH, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer Austria Research GmbH, Graz, Austria","institution_ids":["https://openalex.org/I4210125165"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070772234","display_name":"Dieter W. Fellner","orcid":"https://orcid.org/0000-0001-7756-0901"},"institutions":[{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I31512782","display_name":"Technische Universit\u00e4t Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]},{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT","DE"],"is_corresponding":false,"raw_author_name":"Dieter W. Fellner","raw_affiliation_strings":["TU Graz, CGV, Austria and Fraunhofer IGD, TU Darmstadt, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Graz, CGV, Austria and Fraunhofer IGD, TU Darmstadt, Germany","institution_ids":["https://openalex.org/I3019423309","https://openalex.org/I31512782","https://openalex.org/I4092182"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9994000196456909,"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/T10799","display_name":"Data Visualization and Analytics","score":0.9994000196456909,"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":0.992900013923645,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9905999898910522,"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":0.8385889530181885},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6637740731239319},{"id":"https://openalex.org/keywords/gaze","display_name":"Gaze","score":0.6588476300239563},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.6555671095848083},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5318711996078491},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.502821147441864},{"id":"https://openalex.org/keywords/eye-movement","display_name":"Eye movement","score":0.4897584915161133},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.4830194413661957},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4709646999835968},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4359995424747467},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.42042481899261475},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3541101813316345},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.322723388671875}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8385889530181885},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6637740731239319},{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.6588476300239563},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.6555671095848083},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5318711996078491},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.502821147441864},{"id":"https://openalex.org/C153050134","wikidata":"https://www.wikidata.org/wiki/Q760256","display_name":"Eye movement","level":2,"score":0.4897584915161133},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.4830194413661957},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4709646999835968},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4359995424747467},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.42042481899261475},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3541101813316345},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.322723388671875},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3204493.3204546","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3204493.3204546","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3204493.3204546","source":{"id":"https://openalex.org/S4306523650","display_name":"Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications","raw_type":"proceedings-article"},{"id":"pmh:oai:fraunhofer.de:N-531225","is_oa":false,"landing_page_url":"http://publica.fraunhofer.de/documents/N-531225.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer IGD","raw_type":"Conference Paper"},{"id":"pmh:oai:publica.fraunhofer.de:publica/403287","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/403287","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"},{"id":"pmh:oai:tubiblio.ulb.tu-darmstadt.de:114565","is_oa":false,"landing_page_url":"http://tubiblio.ulb.tu-darmstadt.de/114565/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196390","display_name":"TUbilio (Technical University of Darmstadt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I31512782","host_organization_name":"Technische Universit\u00e4t Darmstadt","host_organization_lineage":["https://openalex.org/I31512782"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Konferenzver\u00f6ffentlichung"}],"best_oa_location":{"id":"doi:10.1145/3204493.3204546","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3204493.3204546","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3204493.3204546","source":{"id":"https://openalex.org/S4306523650","display_name":"Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310430","display_name":"TU Graz, Internationale Beziehungen und Mobilit\u00e4tsprogramme","ror":"https://ror.org/00d7xrm67"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2805379787.pdf","grobid_xml":"https://content.openalex.org/works/W2805379787.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W19399978","https://openalex.org/W24637800","https://openalex.org/W249254429","https://openalex.org/W401941822","https://openalex.org/W1517003397","https://openalex.org/W1538622809","https://openalex.org/W1604645467","https://openalex.org/W1654829360","https://openalex.org/W1906453299","https://openalex.org/W1965846078","https://openalex.org/W1966036881","https://openalex.org/W1978515029","https://openalex.org/W1986257701","https://openalex.org/W1989037929","https://openalex.org/W2000834504","https://openalex.org/W2011700899","https://openalex.org/W2013894622","https://openalex.org/W2047679959","https://openalex.org/W2048438495","https://openalex.org/W2078515918","https://openalex.org/W2111465651","https://openalex.org/W2128570208","https://openalex.org/W2131676173","https://openalex.org/W2156548034","https://openalex.org/W2157289187","https://openalex.org/W2171960770","https://openalex.org/W2305111371","https://openalex.org/W2312708194","https://openalex.org/W2400952542","https://openalex.org/W2513231720","https://openalex.org/W2586172618","https://openalex.org/W2592540486","https://openalex.org/W2747981714","https://openalex.org/W2767911201","https://openalex.org/W2919580840","https://openalex.org/W3134622050","https://openalex.org/W3156255449","https://openalex.org/W4249103910","https://openalex.org/W4249142012"],"related_works":["https://openalex.org/W2183271128","https://openalex.org/W1589443630","https://openalex.org/W1561602432","https://openalex.org/W2385108104","https://openalex.org/W1999328396","https://openalex.org/W2769824675","https://openalex.org/W2113986142","https://openalex.org/W2148584227","https://openalex.org/W2127677160","https://openalex.org/W2168991662"],"abstract_inverted_index":{"We":[0,70],"developed":[1],"a":[2,17,84],"new":[3],"concept":[4],"to":[5,103,113],"improve":[6],"the":[7,63,66,96],"efficiency":[8],"of":[9,83,98],"visual":[10,13],"analysis":[11],"through":[12],"recommendations.":[14],"It":[15],"uses":[16],"novel":[18],"eye-gaze":[19,37],"based":[20],"recommendation":[21],"model":[22,32,100,110],"that":[23,61],"aids":[24],"users":[25,64,112],"in":[26,65,101],"identifying":[27],"interesting":[28,116],"time-series":[29,34,117],"patterns.":[30,118],"Our":[31,109],"combines":[33],"features":[35],"and":[36,57,94],"interests,":[38],"captured":[39],"via":[40],"an":[41,51,58,72],"eye-tracker.":[42],"Mouse":[43],"selections":[44,105],"are":[45],"also":[46],"considered.":[47],"The":[48],"system":[49],"provides":[50],"overlay":[52],"visualization":[53],"with":[54,74],"recommended":[55],"patterns,":[56],"eye-history":[59],"graph,":[60],"supports":[62],"data":[67,82],"exploration":[68],"process.":[69],"conducted":[71],"experiment":[73],"5":[75],"tasks":[76],"where":[77],"30":[78],"participants":[79],"explored":[80],"sensor":[81],"wind":[85],"turbine.":[86],"This":[87],"work":[88],"presents":[89],"results":[90],"on":[91],"pre-attentive":[92],"features,":[93],"discusses":[95],"precision/recall":[97],"our":[99],"comparison":[102],"final":[104],"made":[106],"by":[107],"users.":[108],"helps":[111],"efficiently":[114],"identify":[115]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}