{"id":"https://openalex.org/W4393336206","doi":"https://doi.org/10.1145/3649902.3653942","title":"Exploring Communication Dynamics: Eye-tracking Analysis in Pair Programming of Computer Science Education","display_name":"Exploring Communication Dynamics: Eye-tracking Analysis in Pair Programming of Computer Science Education","publication_year":2024,"publication_date":"2024-05-31","ids":{"openalex":"https://openalex.org/W4393336206","doi":"https://doi.org/10.1145/3649902.3653942"},"language":"en","primary_location":{"id":"doi:10.1145/3649902.3653942","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3649902.3653942","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 Symposium on Eye Tracking Research and Applications","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2403.19560","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080246489","display_name":"Wunmin Jang","orcid":"https://orcid.org/0009-0005-2288-6732"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Wunmin Jang","raw_affiliation_strings":["Technical University of Munich, Germany"],"raw_orcid":"https://orcid.org/0009-0005-2288-6732","affiliations":[{"raw_affiliation_string":"Technical University of Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101957292","display_name":"Hong Gao","orcid":"https://orcid.org/0000-0003-3934-433X"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hong Gao","raw_affiliation_strings":["Technical University of Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0003-3934-433X","affiliations":[{"raw_affiliation_string":"Technical University of Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090477420","display_name":"Tilman Michaeli","orcid":"https://orcid.org/0000-0002-5453-8581"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tilman Michaeli","raw_affiliation_strings":["Technical University of Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0002-5453-8581","affiliations":[{"raw_affiliation_string":"Technical University of Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008809634","display_name":"Enkelejda Kasneci","orcid":"https://orcid.org/0000-0003-3146-4484"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Enkelejda Kasneci","raw_affiliation_strings":["Technical University of Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0003-3146-4484","affiliations":[{"raw_affiliation_string":"Technical University of Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5080246489"],"corresponding_institution_ids":["https://openalex.org/I62916508"],"apc_list":null,"apc_paid":null,"fwci":2.238,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.89405029,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9984999895095825,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9984999895095825,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11675","display_name":"Open Source Software Innovations","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/pair-programming","display_name":"Pair programming","score":0.7391384243965149},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6738788485527039},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.5660752058029175},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5347399115562439},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.5317014455795288},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5152435898780823},{"id":"https://openalex.org/keywords/computer-supported-collaborative-learning","display_name":"Computer-supported collaborative learning","score":0.487842321395874},{"id":"https://openalex.org/keywords/focus-group","display_name":"Focus group","score":0.47362416982650757},{"id":"https://openalex.org/keywords/computer-programming","display_name":"Computer programming","score":0.44521600008010864},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.4407351016998291},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4195016622543335},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3774447739124298},{"id":"https://openalex.org/keywords/collaborative-learning","display_name":"Collaborative learning","score":0.36306095123291016},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24535015225410461},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.2175372838973999},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.204679936170578},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.16361841559410095},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.13394200801849365},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.11916497349739075},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09332484006881714}],"concepts":[{"id":"https://openalex.org/C174063052","wikidata":"https://www.wikidata.org/wiki/Q607013","display_name":"Pair programming","level":4,"score":0.7391384243965149},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6738788485527039},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.5660752058029175},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5347399115562439},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.5317014455795288},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5152435898780823},{"id":"https://openalex.org/C2778515922","wikidata":"https://www.wikidata.org/wiki/Q1640981","display_name":"Computer-supported collaborative learning","level":3,"score":0.487842321395874},{"id":"https://openalex.org/C56995899","wikidata":"https://www.wikidata.org/wiki/Q1126687","display_name":"Focus group","level":2,"score":0.47362416982650757},{"id":"https://openalex.org/C33857546","wikidata":"https://www.wikidata.org/wiki/Q80006","display_name":"Computer programming","level":2,"score":0.44521600008010864},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.4407351016998291},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4195016622543335},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3774447739124298},{"id":"https://openalex.org/C138020889","wikidata":"https://www.wikidata.org/wiki/Q2349659","display_name":"Collaborative learning","level":2,"score":0.36306095123291016},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24535015225410461},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2175372838973999},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.204679936170578},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.16361841559410095},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.13394200801849365},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.11916497349739075},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09332484006881714},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3649902.3653942","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3649902.3653942","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 Symposium on Eye Tracking Research and Applications","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2403.19560","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2403.19560","pdf_url":"https://arxiv.org/pdf/2403.19560","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1743957","is_oa":false,"landing_page_url":"https://mediatum.ub.tum.de/1743957","pdf_url":null,"source":{"id":"https://openalex.org/S4377196330","display_name":"mediaTUM  (Technical University of Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"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":"ConferencePaper"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2403.19560","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2403.19560","pdf_url":"https://arxiv.org/pdf/2403.19560","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[{"score":0.7799999713897705,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4393336206.pdf"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W655004194","https://openalex.org/W1488077794","https://openalex.org/W1976688797","https://openalex.org/W1985270055","https://openalex.org/W1986663087","https://openalex.org/W2004923029","https://openalex.org/W2040031622","https://openalex.org/W2041282815","https://openalex.org/W2065667299","https://openalex.org/W2065949300","https://openalex.org/W2082679772","https://openalex.org/W2102804490","https://openalex.org/W2108943567","https://openalex.org/W2114892477","https://openalex.org/W2115325640","https://openalex.org/W2117603018","https://openalex.org/W2148071752","https://openalex.org/W2154058508","https://openalex.org/W2165771205","https://openalex.org/W2275060590","https://openalex.org/W2290330617","https://openalex.org/W2477439861","https://openalex.org/W2498475400","https://openalex.org/W2587972759","https://openalex.org/W2805723548","https://openalex.org/W2831842992","https://openalex.org/W2952478617","https://openalex.org/W2974552831","https://openalex.org/W2981306169","https://openalex.org/W3004053889","https://openalex.org/W3005052618","https://openalex.org/W3005422578","https://openalex.org/W3114048528","https://openalex.org/W3205980175","https://openalex.org/W4213047305","https://openalex.org/W4247392263","https://openalex.org/W4377012943","https://openalex.org/W6628927167","https://openalex.org/W6773670000"],"related_works":["https://openalex.org/W2051257758","https://openalex.org/W2143338063","https://openalex.org/W11360930","https://openalex.org/W2130381884","https://openalex.org/W3006759238","https://openalex.org/W2885940139","https://openalex.org/W2950729490","https://openalex.org/W2210080460","https://openalex.org/W2116336929","https://openalex.org/W4230161226"],"abstract_inverted_index":{"Pair":[0],"programming":[1,42,51,128,145],"is":[2],"widely":[3],"recognized":[4],"as":[5],"an":[6],"effective":[7],"educational":[8],"tool":[9],"in":[10,82,93,126,149],"computer":[11,150],"science":[12,151],"that":[13],"promotes":[14],"collaborative":[15],"learning":[16,30],"and":[17,57,73,139],"mirrors":[18],"real-world":[19],"work":[20],"dynamics.":[21],"However,":[22],"communication":[23,46,94,141],"breakdowns":[24],"within":[25],"pairs":[26],"significantly":[27],"challenge":[28],"this":[29,33],"process.":[31],"In":[32],"study,":[34],"we":[35,75],"use":[36],"eye-tracking":[37,66,89],"data":[38,67],"recorded":[39],"during":[40,107],"pair":[41,50,83,127,144],"sessions":[43],"to":[44],"study":[45],"dynamics":[47,138],"between":[48],"various":[49],"roles":[52],"across":[53,96],"different":[54],"student,":[55],"expert,":[56],"mixed":[58],"group":[59,71,97,124,137],"cohorts":[60],"containing":[61],"19":[62],"participants.":[63],"By":[64],"combining":[65],"analysis":[68],"with":[69,99,117],"focus":[70],"interviews":[72],"questionnaires,":[74],"provide":[76],"insights":[77,131],"into":[78],"communication\u2019s":[79],"multifaceted":[80],"nature":[81],"programming.":[84],"Our":[85],"findings":[86],"highlight":[87],"distinct":[88],"patterns":[90],"indicating":[91],"changes":[92],"skills":[95,142],"compositions,":[98],"participants":[100],"prioritizing":[101],"code":[102],"exploration":[103],"over":[104],"communication,":[105],"especially":[106],"challenging":[108],"tasks.":[109],"Further,":[110],"students":[111],"showed":[112],"a":[113],"preference":[114],"for":[115,146],"pairing":[116],"experts,":[118],"emphasizing":[119],"the":[120,133],"importance":[121,134],"of":[122,135],"understanding":[123,136],"formation":[125],"scenarios.":[129],"These":[130],"emphasize":[132],"enhancing":[140],"through":[143],"successful":[147],"outcomes":[148],"education.":[152]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
