{"id":"https://openalex.org/W2147831380","doi":"https://doi.org/10.1109/iccvw.2009.5457528","title":"Learning to rank images from eye movements","display_name":"Learning to rank images from eye movements","publication_year":2009,"publication_date":"2009-09-01","ids":{"openalex":"https://openalex.org/W2147831380","doi":"https://doi.org/10.1109/iccvw.2009.5457528","mag":"2147831380"},"language":"en","primary_location":{"id":"doi:10.1109/iccvw.2009.5457528","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccvw.2009.5457528","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066462028","display_name":"Kitsuchart Pasupa","orcid":"https://orcid.org/0000-0001-8359-9888"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Kitsuchart Pasupa","raw_affiliation_strings":["School of Electronics & Computer Science, University of Southampton, UK"],"affiliations":[{"raw_affiliation_string":"School of Electronics & Computer Science, University of Southampton, UK","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078473813","display_name":"Craig Saunders","orcid":null},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Craig J. Saunders","raw_affiliation_strings":["School of Electronics & Computer Science, University of Southampton, UK"],"affiliations":[{"raw_affiliation_string":"School of Electronics & Computer Science, University of Southampton, UK","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056529215","display_name":"S\u00e1ndor Szedm\u00e1k","orcid":"https://orcid.org/0000-0003-1469-2215"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sandor Szedmak","raw_affiliation_strings":["School of Electronics & Computer Science, University of Southampton, UK"],"affiliations":[{"raw_affiliation_string":"School of Electronics & Computer Science, University of Southampton, UK","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084783731","display_name":"Arto Klami","orcid":"https://orcid.org/0000-0002-7950-1355"},"institutions":[{"id":"https://openalex.org/I32943570","display_name":"Helsinki Institute for Information Technology","ror":"https://ror.org/05kph4940","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I32943570","https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Arto Klami","raw_affiliation_strings":["Department of Information and Computer Science, Helsinki University of Technology, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Information and Computer Science, Helsinki University of Technology, Finland","institution_ids":["https://openalex.org/I32943570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018305257","display_name":"Samuel Kaski","orcid":"https://orcid.org/0000-0003-1925-9154"},"institutions":[{"id":"https://openalex.org/I32943570","display_name":"Helsinki Institute for Information Technology","ror":"https://ror.org/05kph4940","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I32943570","https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Samuel Kaski","raw_affiliation_strings":["Department of Information and Computer Science, Helsinki University of Technology, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Information and Computer Science, Helsinki University of Technology, Finland","institution_ids":["https://openalex.org/I32943570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109861145","display_name":"Steve R. Gunn","orcid":null},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Steve R. Gunn","raw_affiliation_strings":["School of Electronics & Computer Science, University of Southampton, UK"],"affiliations":[{"raw_affiliation_string":"School of Electronics & Computer Science, University of Southampton, UK","institution_ids":["https://openalex.org/I43439940"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5066462028"],"corresponding_institution_ids":["https://openalex.org/I43439940"],"apc_list":null,"apc_paid":null,"fwci":3.2805,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.93040063,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"2009","last_page":"2016"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9993000030517578,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9993000030517578,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9979000091552734,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9656000137329102,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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":0.7725563049316406},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.7245882749557495},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6697756052017212},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6231074929237366},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.5909553170204163},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.570576012134552},{"id":"https://openalex.org/keywords/learning-to-rank","display_name":"Learning to rank","score":0.5226821303367615},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4852159321308136},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4789726734161377},{"id":"https://openalex.org/keywords/eye-movement","display_name":"Eye movement","score":0.47790631651878357},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.45053431391716003},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4325467050075531},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.4131665825843811},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.2257373332977295},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13256806135177612}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7725563049316406},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.7245882749557495},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6697756052017212},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6231074929237366},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.5909553170204163},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.570576012134552},{"id":"https://openalex.org/C86037889","wikidata":"https://www.wikidata.org/wiki/Q4330127","display_name":"Learning to rank","level":3,"score":0.5226821303367615},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4852159321308136},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4789726734161377},{"id":"https://openalex.org/C153050134","wikidata":"https://www.wikidata.org/wiki/Q760256","display_name":"Eye movement","level":2,"score":0.47790631651878357},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.45053431391716003},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4325467050075531},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.4131665825843811},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2257373332977295},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13256806135177612},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/iccvw.2009.5457528","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccvw.2009.5457528","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.soton.ac.uk:267964","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.156.1696","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.156.1696","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://eprints.ecs.soton.ac.uk/17964/2/learning_to_rank_images_from_eye_movements.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W92937073","https://openalex.org/W1563141555","https://openalex.org/W1809634547","https://openalex.org/W1985554184","https://openalex.org/W2002664886","https://openalex.org/W2013112874","https://openalex.org/W2047221353","https://openalex.org/W2068417771","https://openalex.org/W2104251414","https://openalex.org/W2107402734","https://openalex.org/W2136120756","https://openalex.org/W2137361112","https://openalex.org/W2162341111","https://openalex.org/W2186094539","https://openalex.org/W2500391152","https://openalex.org/W2988119488","https://openalex.org/W3125878135","https://openalex.org/W3171830700","https://openalex.org/W4251560691","https://openalex.org/W6638421955"],"related_works":["https://openalex.org/W2107628111","https://openalex.org/W2394004323","https://openalex.org/W2398764543","https://openalex.org/W2082756648","https://openalex.org/W3194278305","https://openalex.org/W2027335291","https://openalex.org/W4210328553","https://openalex.org/W1980417906","https://openalex.org/W2289648981","https://openalex.org/W2171903035"],"abstract_inverted_index":{"Combining":[0],"multiple":[1],"information":[2,11],"sources":[3],"can":[4],"improve":[5],"the":[6,53,65,87,91],"accuracy":[7],"of":[8,52,67,81,108],"search":[9,19],"in":[10,70],"retrieval.":[12],"This":[13],"paper":[14],"presents":[15],"a":[16,49,71],"new":[17],"image":[18,23,76,99],"strategy":[20],"which":[21],"combines":[22],"features":[24,77,110],"together":[25],"with":[26,43],"implicit":[27,79],"feedback":[28,80],"from":[29],"users'":[30],"eye":[31,96],"movements,":[32],"using":[33],"them":[34],"to":[35,40,104],"rank":[36,66],"images.":[37],"In":[38],"order":[39],"better":[41,102],"deal":[42],"larger":[44],"data":[45],"sets,":[46],"we":[47],"present":[48,60],"perceptron":[50,88],"formulation":[51],"Ranking":[54],"Support":[55],"Vector":[56],"Machine":[57],"algorithm.":[58],"We":[59],"initial":[61],"results":[62,84],"on":[63,74],"inferring":[64],"images":[68,105],"presented":[69],"page":[72],"based":[73],"simple":[75],"and":[78,93,98],"users.":[82],"The":[83],"show":[85],"that":[86,94],"algorithm":[89],"improves":[90],"results,":[92],"fusing":[95],"movements":[97],"histograms":[100],"gives":[101],"rankings":[103],"than":[106],"either":[107],"these":[109],"alone.":[111]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
