{"id":"https://openalex.org/W3060829483","doi":"https://doi.org/10.1109/iske47853.2019.9170370","title":"On the Automatic Assessment of Learning Outcome in Programming Techniques","display_name":"On the Automatic Assessment of Learning Outcome in Programming Techniques","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W3060829483","doi":"https://doi.org/10.1109/iske47853.2019.9170370","mag":"3060829483"},"language":"en","primary_location":{"id":"doi:10.1109/iske47853.2019.9170370","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iske47853.2019.9170370","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 14th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5041233097","display_name":"Brigitte Hass","orcid":null},"institutions":[{"id":"https://openalex.org/I102520234","display_name":"TH K\u00f6ln - University of Applied Sciences","ror":"https://ror.org/014nnvj65","country_code":"DE","type":"education","lineage":["https://openalex.org/I102520234"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Brigitte Hass","raw_affiliation_strings":["Autonomous Systems Lab Technische Hochschule K\u00f6ln, Cologne, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Autonomous Systems Lab Technische Hochschule K\u00f6ln, Cologne, Germany","institution_ids":["https://openalex.org/I102520234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103858367","display_name":"Chunrong Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I102520234","display_name":"TH K\u00f6ln - University of Applied Sciences","ror":"https://ror.org/014nnvj65","country_code":"DE","type":"education","lineage":["https://openalex.org/I102520234"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Chunrong Yuan","raw_affiliation_strings":["Autonomous Systems Lab Technische Hochschule K\u00f6ln, Cologne, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Autonomous Systems Lab Technische Hochschule K\u00f6ln, Cologne, Germany","institution_ids":["https://openalex.org/I102520234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100428655","display_name":"Zhong Li","orcid":"https://orcid.org/0000-0002-7416-1216"},"institutions":[{"id":"https://openalex.org/I120691247","display_name":"FernUniversit\u00e4t in Hagen","ror":"https://ror.org/04tkkr536","country_code":"DE","type":"education","lineage":["https://openalex.org/I120691247"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Zhong Li","raw_affiliation_strings":["Faculty of Mathematics and Computer Science, FernUniversit\u00e4t in Hagen, Hagen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, FernUniversit\u00e4t in Hagen, Hagen, Germany","institution_ids":["https://openalex.org/I120691247"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"274","last_page":"278"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9983000159263611,"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/T10533","display_name":"Teaching and Learning Programming","score":0.9983000159263611,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9976999759674072,"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"}},{"id":"https://openalex.org/T14025","display_name":"Educational Technology and Assessment","score":0.9894000291824341,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7619057893753052},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6588579416275024},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.5660948753356934},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.5137640237808228},{"id":"https://openalex.org/keywords/engineering-education","display_name":"Engineering education","score":0.4515858292579651},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3647444248199463},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.3452684283256531},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34113889932632446},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33254069089889526},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.32852187752723694},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14472487568855286}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7619057893753052},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6588579416275024},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.5660948753356934},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5137640237808228},{"id":"https://openalex.org/C5041995","wikidata":"https://www.wikidata.org/wiki/Q853745","display_name":"Engineering education","level":2,"score":0.4515858292579651},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3647444248199463},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.3452684283256531},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34113889932632446},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33254069089889526},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.32852187752723694},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14472487568855286},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iske47853.2019.9170370","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iske47853.2019.9170370","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 14th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7400000095367432,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W131601155","https://openalex.org/W1128972113","https://openalex.org/W1493640999","https://openalex.org/W1971973232","https://openalex.org/W2038558034","https://openalex.org/W2089010774","https://openalex.org/W2164099431","https://openalex.org/W2219997872","https://openalex.org/W2523440506","https://openalex.org/W2746281789","https://openalex.org/W3122485014","https://openalex.org/W6605377751","https://openalex.org/W6627251824","https://openalex.org/W6983058060"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2978999882","https://openalex.org/W3141031773","https://openalex.org/W1595686156","https://openalex.org/W2181392282","https://openalex.org/W2119369480","https://openalex.org/W148937441","https://openalex.org/W2153369162","https://openalex.org/W4367046737","https://openalex.org/W2104122207"],"abstract_inverted_index":{"With":[0],"the":[1,7,11,23,29,47,88,103,106,133,142],"introduction":[2],"of":[3,10,25,32,37,43,49,78,92,105,110,135,145],"digital":[4],"media":[5],"and":[6,51,59,70,83,90,108],"rapid":[8],"spreading":[9],"digitalization":[12],"process":[13],"in":[14,22,46,132,147],"our":[15,116],"society,":[16],"there":[17],"is":[18],"an":[19,125],"increased":[20],"need":[21],"use":[24],"online":[26],"methods":[27],"for":[28,81,124],"automatic":[30,76],"evaluation":[31],"learning":[33,84],"outcomes.":[34],"Such":[35],"kinds":[36],"electronic":[38],"assessments":[39],"(abbr.":[40],"E-Assessment)":[41],"are":[42,122],"particular":[44],"importance":[45],"areas":[48],"science":[50],"engineering":[52],"education,":[53],"where":[54],"students":[55],"have":[56,68,96],"to":[57],"learn":[58],"exercise":[60],"on":[61,87,118],"programming":[62],"techniques.":[63],"In":[64],"this":[65],"work,":[66],"we":[67,113],"reviewed":[69],"analyzed":[71],"existing":[72],"approaches":[73],"aiming":[74],"at":[75],"verification":[77],"computer":[79],"programs":[80],"teaching":[82],"purposes.":[85],"Based":[86],"capabilities":[89],"characteristics":[91],"these":[93,111],"systems,":[94],"they":[95],"been":[97],"clustered":[98],"into":[99],"three":[100],"categories.":[101],"After":[102],"study":[104],"strengths":[107],"limitations":[109],"approaches,":[112],"put":[114],"forward":[115],"view":[117],"several":[119],"aspects":[120],"which":[121],"relevant":[123,136],"E-Assessment":[126,146],"system.":[127],"Our":[128],"further":[129],"contribution":[130],"lies":[131],"discussion":[134],"research":[137],"questions":[138],"as":[139,141],"well":[140],"potential":[143],"impacts":[144],"future":[148],"academic":[149],"teaching.":[150]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}