{"id":"https://openalex.org/W2794440495","doi":"https://doi.org/10.1145/3159450.3162295","title":"Reflections are Good!","display_name":"Reflections are Good!","publication_year":2018,"publication_date":"2018-02-21","ids":{"openalex":"https://openalex.org/W2794440495","doi":"https://doi.org/10.1145/3159450.3162295","mag":"2794440495"},"language":"en","primary_location":{"id":"doi:10.1145/3159450.3162295","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3159450.3162295","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 49th ACM Technical Symposium on Computer Science Education","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/A5061172843","display_name":"Mohsen Dorodchi","orcid":"https://orcid.org/0000-0001-7522-1068"},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mohsen Dorodchi","raw_affiliation_strings":["University of North Carolina, Charlotte, Charlotte, NC, USA"],"affiliations":[{"raw_affiliation_string":"University of North Carolina, Charlotte, Charlotte, NC, USA","institution_ids":["https://openalex.org/I102149020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054652250","display_name":"Aileen Bendict","orcid":null},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aileen Bendict","raw_affiliation_strings":["University of North Carolina, Charlotte, Charlotte, NC, USA"],"affiliations":[{"raw_affiliation_string":"University of North Carolina, Charlotte, Charlotte, NC, USA","institution_ids":["https://openalex.org/I102149020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021930225","display_name":"Devansh Desai","orcid":null},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Devansh Desai","raw_affiliation_strings":["University of North Carolina, Charlotte, Charlotte, NC, USA"],"affiliations":[{"raw_affiliation_string":"University of North Carolina, Charlotte, Charlotte, NC, USA","institution_ids":["https://openalex.org/I102149020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043335002","display_name":"Mohammad Javad Mahzoon","orcid":"https://orcid.org/0000-0003-4689-5842"},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammad J. Mahzoon","raw_affiliation_strings":["University of North Carolina, Charlotte, Charlotte, NC, USA"],"affiliations":[{"raw_affiliation_string":"University of North Carolina, Charlotte, Charlotte, NC, USA","institution_ids":["https://openalex.org/I102149020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5061172843"],"corresponding_institution_ids":["https://openalex.org/I102149020"],"apc_list":null,"apc_paid":null,"fwci":0.6303,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.7439899,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1077","last_page":"1077"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9980000257492065,"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":0.9980000257492065,"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":0.9629999995231628,"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/T11283","display_name":"Experimental Learning in Engineering","score":0.9596999883651733,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4931187331676483}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4931187331676483}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3159450.3162295","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3159450.3162295","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 49th ACM Technical Symposium on Computer Science Education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7200000286102295,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2030295744","https://openalex.org/W2547531214","https://openalex.org/W2796696901"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2093578348","https://openalex.org/W2376932109","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W3004735627","https://openalex.org/W2130043461"],"abstract_inverted_index":{"Reflection":[0],"is":[1,65,175],"a":[2,81,110,183],"way":[3],"to":[4,29,66,93,109,146,167,191,205],"get":[5],"quick":[6],"opinions":[7],"from":[8],"users,":[9],"clients,":[10],"etc.":[11],"Analysis":[12],"of":[13,46,140,150,161,172,196],"reflection":[14],"often":[15],"involves":[16],"subjective":[17],"review":[18],"and":[19,31,37,56,68,71,88,97,157,200],"interpretations.":[20],"On":[21],"the":[22,72,116,128,159,162,169,194,202,218],"other":[23],"hand,":[24],"data":[25,112,121,142],"analytics":[26,45,63,108,186],"provides":[27],"guidelines":[28],"collect":[30],"measure":[32],"as":[33,35,213,215],"well":[34,214],"analyze":[36],"reflect":[38],"on":[39,91,105,210],"data.":[40],"In":[41,100],"our":[42,101,197],"case,":[43],"learning":[44,54,62,70,77,107,131,156,185],"students'":[47,95,151],"reflections":[48,125,212],"reveals":[49],"information":[50],"about":[51,193],"learners,":[52],"their":[53,58,211],"experience,":[55],"all":[57],"related":[59],"contexts.":[60],"Eventually,":[61],"aim":[64],"understand":[67,168],"optimize":[69],"corresponding":[73],"environments":[74],"(in":[75],"which":[76],"occurs).":[78],"It":[79],"plays":[80],"critical":[82],"role":[83],"in":[84,115,217],"evaluating":[85],"students":[86,166,199,208],"performance":[87,216],"making":[89],"decisions":[90],"how":[92],"improve":[94],"success":[96],"overall":[98],"retention.":[99],"study,":[102],"we":[103,181],"focus":[104],"applying":[106],"heterogeneous":[111],"set":[113,122],"collected":[114],"introductory":[117],"programming":[118,174],"course.":[119,219],"This":[120],"integrated":[123],"self-assessment":[124,136],"along":[126],"with":[127],"existing":[129],"active":[130,155],"group":[132],"activities.":[133],"By":[134],"integrating":[135],"reflections,":[137],"large":[138],"amounts":[139],"valuable":[141],"can":[143],"be":[144],"gathered":[145],"facilitate":[147],"continuous":[148],"assessment":[149],"learning.":[152],"Using":[153],"activity-based":[154],"peer-instruction,":[158],"effectiveness":[160],"content":[163],"interventions":[164],"targeting":[165],"fundamental":[170],"concepts":[171],"computer":[173],"also":[176],"evaluated.":[177],"For":[178],"analysis":[179,190],"purposes,":[180],"applied":[182],"time-based":[184],"model":[187,204],"called":[188],"sequence":[189],"learn":[192],"pattern":[195],"at-risk":[198,207],"use":[201],"learned":[203],"predict":[206],"based":[209]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}