{"id":"https://openalex.org/W4407681639","doi":"https://doi.org/10.1145/3641554.3701866","title":"Instructor-Written Hints as Automated Test Suite Quality Feedback","display_name":"Instructor-Written Hints as Automated Test Suite Quality Feedback","publication_year":2025,"publication_date":"2025-02-12","ids":{"openalex":"https://openalex.org/W4407681639","doi":"https://doi.org/10.1145/3641554.3701866"},"language":"en","primary_location":{"id":"doi:10.1145/3641554.3701866","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3641554.3701866","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 1","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3641554.3701866","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064490465","display_name":"James Perretta","orcid":null},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"James Perretta","raw_affiliation_strings":["Northeastern University, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"Northeastern University, Boston, MA, USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018269902","display_name":"Andrew DeOrio","orcid":"https://orcid.org/0000-0001-5653-5109"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew DeOrio","raw_affiliation_strings":["University of Michigan, Ann Arbor, MI, USA"],"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044042294","display_name":"Arjun Guha","orcid":"https://orcid.org/0000-0002-7493-3271"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arjun Guha","raw_affiliation_strings":["Northeastern University, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"Northeastern University, Boston, MA, USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053080959","display_name":"Jonathan Bell","orcid":"https://orcid.org/0000-0002-1187-9298"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jonathan Bell","raw_affiliation_strings":["Northeastern University, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"Northeastern University, Boston, MA, USA","institution_ids":["https://openalex.org/I12912129"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5064490465"],"corresponding_institution_ids":["https://openalex.org/I12912129"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0282567,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"910","last_page":"916"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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":0.9855999946594238,"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/T10260","display_name":"Software Engineering Research","score":0.9835000038146973,"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":0.7361750602722168},{"id":"https://openalex.org/keywords/test-suite","display_name":"Test suite","score":0.7232581377029419},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.7092475295066833},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.6485730409622192},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5269827842712402},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3410520851612091},{"id":"https://openalex.org/keywords/test-case","display_name":"Test case","score":0.1591733694076538},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.145814448595047}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7361750602722168},{"id":"https://openalex.org/C151552104","wikidata":"https://www.wikidata.org/wiki/Q7705809","display_name":"Test suite","level":4,"score":0.7232581377029419},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.7092475295066833},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.6485730409622192},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5269827842712402},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3410520851612091},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.1591733694076538},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.145814448595047},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"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/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3641554.3701866","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3641554.3701866","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 1","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3641554.3701866","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3641554.3701866","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 1","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W22904422","https://openalex.org/W1564238679","https://openalex.org/W1967709752","https://openalex.org/W2013711971","https://openalex.org/W2083317591","https://openalex.org/W2106072155","https://openalex.org/W2135937266","https://openalex.org/W2135995390","https://openalex.org/W2593232566","https://openalex.org/W2732305299","https://openalex.org/W2886585694","https://openalex.org/W2913273467","https://openalex.org/W2916690348","https://openalex.org/W2964516878","https://openalex.org/W3117431708","https://openalex.org/W3120235480","https://openalex.org/W3135839423","https://openalex.org/W4284894920","https://openalex.org/W4285490444","https://openalex.org/W4381586920","https://openalex.org/W4382654449","https://openalex.org/W4396945182"],"related_works":["https://openalex.org/W4231704780","https://openalex.org/W2083794993","https://openalex.org/W352609212","https://openalex.org/W4404692318","https://openalex.org/W4200340037","https://openalex.org/W1511772879","https://openalex.org/W4379115841","https://openalex.org/W1485837041","https://openalex.org/W3215182545","https://openalex.org/W3204955359"],"abstract_inverted_index":{"Mutation":[0,23],"testing":[1,24],"measures":[2],"a":[3],"test":[4],"suite's":[5],"ability":[6],"to":[7,46,93],"detect":[8],"bugs":[9,12],"by":[10],"inserting":[11],"into":[13],"the":[14,19,88],"code":[15],"and":[16,32,50,83],"seeing":[17],"if":[18],"tests":[20,49],"behave":[21],"differently.":[22],"has":[25],"recently":[26],"seen":[27],"increased":[28],"adoption":[29],"in":[30,39,64],"industrial":[31],"open-source":[33],"software":[34],"but":[35],"sees":[36],"limited":[37],"use":[38,43],"education.":[40],"Some":[41],"instructors":[42],"manually-constructed":[44],"mutants":[45],"evaluate":[47],"student":[48],"provide":[51],"general":[52],"automated":[53],"feedback.":[54],"Additional":[55],"tutoring":[56],"requires":[57,68],"more":[58],"intensive":[59],"instructor":[60],"interaction":[61],"such":[62],"as":[63],"office":[65],"hours,":[66],"which":[67],"substantial":[69],"resources":[70],"at":[71],"scale.":[72],"Prior":[73],"work":[74,85],"suggests":[75],"that":[76],"students":[77,95],"benefit":[78],"from":[79],"frequent,":[80],"actionable":[81],"feedback,":[82],"our":[84],"focuses":[86],"on":[87],"challenge":[89],"of":[90],"leveraging":[91],"automation":[92],"give":[94],"high-quality":[96],"feedback":[97],"when":[98],"they":[99],"need":[100],"it.":[101]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
