{"id":"https://openalex.org/W17296942","doi":"https://doi.org/10.1007/978-1-4471-4784-8_7","title":"A Computational Approach for Prediction of Problem-Solving Behavior Using Support Vector Machines and Eye-Tracking Data","display_name":"A Computational Approach for Prediction of Problem-Solving Behavior Using Support Vector Machines and Eye-Tracking Data","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W17296942","doi":"https://doi.org/10.1007/978-1-4471-4784-8_7","mag":"17296942"},"language":"en","primary_location":{"id":"doi:10.1007/978-1-4471-4784-8_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-4471-4784-8_7","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Eye Gaze in Intelligent User Interfaces","raw_type":"book-chapter"},"type":"book-chapter","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/A5018344574","display_name":"Roman Bednarik","orcid":"https://orcid.org/0000-0003-1726-3520"},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Roman Bednarik","raw_affiliation_strings":["University of Eastern Finland, Yliopistokatu 2, P.O. Box 111, 80101, Joensuu, Finland"],"affiliations":[{"raw_affiliation_string":"University of Eastern Finland, Yliopistokatu 2, P.O. Box 111, 80101, Joensuu, Finland","institution_ids":["https://openalex.org/I175532246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023634417","display_name":"Shahram Eivazi","orcid":"https://orcid.org/0000-0001-5776-6558"},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Shahram Eivazi","raw_affiliation_strings":["University of Eastern Finland, Yliopistokatu 2, P.O. Box 111, 80101, Joensuu, Finland"],"affiliations":[{"raw_affiliation_string":"University of Eastern Finland, Yliopistokatu 2, P.O. Box 111, 80101, Joensuu, Finland","institution_ids":["https://openalex.org/I175532246"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044981146","display_name":"Hana Vrz\u00e1kov\u00e1","orcid":"https://orcid.org/0000-0002-5624-8588"},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Hana Vrzakova","raw_affiliation_strings":["University of Eastern Finland, Yliopistokatu 2, P.O. Box 111, 80101, Joensuu, Finland"],"affiliations":[{"raw_affiliation_string":"University of Eastern Finland, Yliopistokatu 2, P.O. Box 111, 80101, Joensuu, Finland","institution_ids":["https://openalex.org/I175532246"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5018344574"],"corresponding_institution_ids":["https://openalex.org/I175532246"],"apc_list":null,"apc_paid":null,"fwci":2.557,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.92096669,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"111","last_page":"134"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9652000069618225,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9520000219345093,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7747962474822998},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.6389523148536682},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6091618537902832},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5842109322547913},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5792360901832581},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5742907524108887},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5536646246910095},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5501794815063477},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5345441699028015},{"id":"https://openalex.org/keywords/gaze","display_name":"Gaze","score":0.41714394092559814},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3996430039405823},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09721550345420837}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7747962474822998},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.6389523148536682},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6091618537902832},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5842109322547913},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5792360901832581},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5742907524108887},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5536646246910095},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5501794815063477},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5345441699028015},{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.41714394092559814},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3996430039405823},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09721550345420837},{"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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-1-4471-4784-8_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-4471-4784-8_7","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Eye Gaze in Intelligent User Interfaces","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W123085430","https://openalex.org/W1240377842","https://openalex.org/W1501332874","https://openalex.org/W1510226565","https://openalex.org/W1519657564","https://openalex.org/W1533807637","https://openalex.org/W1965245095","https://openalex.org/W1965305672","https://openalex.org/W1968899925","https://openalex.org/W1969649423","https://openalex.org/W1978755715","https://openalex.org/W1984332300","https://openalex.org/W1985270055","https://openalex.org/W1992350651","https://openalex.org/W1999711126","https://openalex.org/W2013112874","https://openalex.org/W2022579268","https://openalex.org/W2023159994","https://openalex.org/W2026065362","https://openalex.org/W2040132210","https://openalex.org/W2044074197","https://openalex.org/W2071244092","https://openalex.org/W2076723282","https://openalex.org/W2078146880","https://openalex.org/W2109943925","https://openalex.org/W2110501627","https://openalex.org/W2117215831","https://openalex.org/W2120163135","https://openalex.org/W2128536124","https://openalex.org/W2133658999","https://openalex.org/W2137068475","https://openalex.org/W2149617571","https://openalex.org/W2151324917","https://openalex.org/W2153635508","https://openalex.org/W2154461458","https://openalex.org/W2155840072","https://openalex.org/W2159832529","https://openalex.org/W2275403682","https://openalex.org/W2469691639","https://openalex.org/W2502887359","https://openalex.org/W2505967503","https://openalex.org/W2911609962","https://openalex.org/W2912089368","https://openalex.org/W2912623947","https://openalex.org/W2912768362","https://openalex.org/W2918028508","https://openalex.org/W4242473587","https://openalex.org/W4243216998","https://openalex.org/W4246189536","https://openalex.org/W4247722426","https://openalex.org/W4249627860","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W1880689012","https://openalex.org/W3014378845","https://openalex.org/W4240909707","https://openalex.org/W2059546927","https://openalex.org/W3207760378","https://openalex.org/W4386072035","https://openalex.org/W2562758970","https://openalex.org/W2161294397","https://openalex.org/W2012644758","https://openalex.org/W2047559669"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
