{"id":"https://openalex.org/W3108888676","doi":"https://doi.org/10.1145/3425329.3425350","title":"An Analysis Scheme to Interpret Students' Cognitive Process in Error Finding Test","display_name":"An Analysis Scheme to Interpret Students' Cognitive Process in Error Finding Test","publication_year":2020,"publication_date":"2020-09-25","ids":{"openalex":"https://openalex.org/W3108888676","doi":"https://doi.org/10.1145/3425329.3425350","mag":"3108888676"},"language":"en","primary_location":{"id":"doi:10.1145/3425329.3425350","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3425329.3425350","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 The 2nd World Symposium on Software Engineering","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/A5031138345","display_name":"Lianzhen Liu","orcid":"https://orcid.org/0000-0002-9254-7323"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lianzhen Liu","raw_affiliation_strings":["Huazhong University of Sci. and Tech. School of Elec. Info. and Comm. Wuhan, Hubei, China"],"affiliations":[{"raw_affiliation_string":"Huazhong University of Sci. and Tech. School of Elec. Info. and Comm. Wuhan, Hubei, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100431757","display_name":"Wei Liu","orcid":"https://orcid.org/0000-0002-2187-8125"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Liu","raw_affiliation_strings":["Huazhong University of Sci. and Tech. School of Elec. Info. and Comm. Wuhan, Hubei, China"],"affiliations":[{"raw_affiliation_string":"Huazhong University of Sci. and Tech. School of Elec. Info. and Comm. Wuhan, Hubei, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100406104","display_name":"Xinyu Li","orcid":"https://orcid.org/0000-0002-3730-0360"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyu Li","raw_affiliation_strings":["Huazhong University of Sci. and Tech. School of Elec. Info. and Comm. Wuhan, Hubei, China"],"affiliations":[{"raw_affiliation_string":"Huazhong University of Sci. and Tech. School of Elec. Info. and Comm. Wuhan, Hubei, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101624287","display_name":"Jing Xu","orcid":"https://orcid.org/0000-0003-4443-1980"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Xu","raw_affiliation_strings":["Huazhong University of Sci. and Tech. School of Elec. Info. and Comm. Wuhan, Hubei, China"],"affiliations":[{"raw_affiliation_string":"Huazhong University of Sci. and Tech. School of Elec. Info. and Comm. Wuhan, Hubei, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056643192","display_name":"Wenqing Cheng","orcid":"https://orcid.org/0000-0001-7840-1195"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenqing Cheng","raw_affiliation_strings":["Huazhong University of Sci. and Tech. School of Elec. Info. and Comm. Wuhan, Hubei, China"],"affiliations":[{"raw_affiliation_string":"Huazhong University of Sci. and Tech. School of Elec. Info. and Comm. Wuhan, Hubei, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5031138345"],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":0.2456,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.6640995,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"220","last_page":"225"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9945999979972839,"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"}},"topics":[{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9945999979972839,"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"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9925000071525574,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9830999970436096,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.7912861108779907},{"id":"https://openalex.org/keywords/tracing","display_name":"Tracing","score":0.5293793678283691},{"id":"https://openalex.org/keywords/debugging","display_name":"Debugging","score":0.5111258625984192},{"id":"https://openalex.org/keywords/program-comprehension","display_name":"Program comprehension","score":0.5064316987991333},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.4974980652332306},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.48898375034332275},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.48321235179901123},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.44167301058769226},{"id":"https://openalex.org/keywords/chunking","display_name":"Chunking (psychology)","score":0.43889111280441284},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4375927746295929},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.4364981949329376},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.435242235660553},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.34779906272888184},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3431028723716736},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.2710779011249542},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.12939444184303284},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.0994342565536499}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7912861108779907},{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.5293793678283691},{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.5111258625984192},{"id":"https://openalex.org/C2777561058","wikidata":"https://www.wikidata.org/wiki/Q2652119","display_name":"Program comprehension","level":4,"score":0.5064316987991333},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.4974980652332306},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.48898375034332275},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.48321235179901123},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.44167301058769226},{"id":"https://openalex.org/C203357204","wikidata":"https://www.wikidata.org/wiki/Q1089605","display_name":"Chunking (psychology)","level":2,"score":0.43889111280441284},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4375927746295929},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.4364981949329376},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.435242235660553},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.34779906272888184},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3431028723716736},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.2710779011249542},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.12939444184303284},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0994342565536499},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3425329.3425350","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3425329.3425350","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 The 2nd World Symposium on Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.5299999713897705,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1514297918","https://openalex.org/W1985771321","https://openalex.org/W2013788150","https://openalex.org/W2024456099","https://openalex.org/W2091491077","https://openalex.org/W2342653007","https://openalex.org/W2617813225","https://openalex.org/W2624301481","https://openalex.org/W2783732587","https://openalex.org/W3089213412"],"related_works":["https://openalex.org/W2133737484","https://openalex.org/W2092239677","https://openalex.org/W2167248355","https://openalex.org/W2122804569","https://openalex.org/W2031043538","https://openalex.org/W2240979497","https://openalex.org/W2025599150","https://openalex.org/W3104152981","https://openalex.org/W2598318421","https://openalex.org/W2020166315"],"abstract_inverted_index":{"Finding":[0],"errors":[1],"in":[2,12,24,44,75,166,186,199,233],"the":[3,13,21,39,59,64,66,69,76,81,95,105,111,116,130,140,146,179,195,208,213,221,225],"source":[4],"code":[5,112,183,214],"is":[6,17,55,126],"a":[7,167,205],"typical":[8],"kinds":[9],"of":[10,48,132,148,227],"test":[11,47,168],"programming":[14,234],"courses,":[15],"which":[16],"helpful":[18],"to":[19,37,57,90,128,159,223],"assess":[20],"students'":[22,82,209],"ability":[23],"program":[25,107,141],"comprehension":[26],"and":[27,154,229],"debugging.":[28],"In":[29],"this":[30,157],"paper,":[31],"we":[32,103],"propose":[33],"an":[34,45],"analysis":[35],"scheme":[36,191],"interpret":[38],"measured":[40],"line-level":[41,106,133],"eye":[42,61,83],"movement":[43,84],"error-finding":[46,187],"C":[49],"language.":[50],"An":[51],"eye-tracking":[52],"measurement":[53],"system":[54],"implemented":[56],"collect":[58],"student's":[60],"movement;":[62],"during":[63],"test,":[65,200],"students":[67,165,180,228],"select":[68],"error":[70],"lines":[71],"by":[72,115,150,181],"mouse":[73,96],"click":[74,97],"web":[77],"pages.":[78],"We":[79,144],"divide":[80],"into":[85],"multiple":[86],"cognitive":[87,101,197,210],"tasks":[88],"according":[89],"their":[91,182],"decision":[92],"actions,":[93],"i.e.":[94],"events.":[98],"For":[99],"each":[100],"task,":[102],"formulate":[104],"execution":[108,142],"sequence":[109],"around":[110],"line":[113],"selected":[114],"students.":[117],"A":[118],"new":[119],"metric,":[120],"namely":[121],"Matched":[122],"Movement":[123],"Ratio":[124],"(MMR),":[125],"proposed":[127],"describe":[129],"proportion":[131],"eye-focus":[134],"jumping":[135],"events":[136],"that":[137],"matches":[138],"with":[139],"sequence.":[143],"validate":[145],"calculation":[147],"MMR":[149,176,201],"two":[151],"case":[152],"studies,":[153],"further":[155],"utilize":[156],"metric":[158],"conduct":[160],"group":[161],"study":[162],"for":[163,220],"19":[164],"about":[169],"bubble-sorting":[170],"algorithm.":[171],"Experiment":[172],"results":[173,217],"show":[174],"that,":[175],"can":[177,192,202],"differentiate":[178],"tracing":[184,212],"performance":[185],"missions.":[188],"Although":[189],"our":[190],"not":[193],"infer":[194],"whole":[196],"process":[198],"work":[203],"as":[204],"reference":[206],"quantifying":[207],"efforts":[211],"lines.":[215],"Our":[216],"provide":[218,230],"evidences":[219],"teacher":[222],"diagnose":[224],"weakness":[226],"improvement":[231],"suggestions":[232],"courses.":[235]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
