{"id":"https://openalex.org/W2060690929","doi":"https://doi.org/10.1145/2538862.2544274","title":"Analysis of interaction logs for online tutorials (abstract only)","display_name":"Analysis of interaction logs for online tutorials (abstract only)","publication_year":2014,"publication_date":"2014-02-18","ids":{"openalex":"https://openalex.org/W2060690929","doi":"https://doi.org/10.1145/2538862.2544274","mag":"2060690929"},"language":"en","primary_location":{"id":"doi:10.1145/2538862.2544274","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2538862.2544274","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 45th 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/A5086008144","display_name":"Daniel A. Breakiron","orcid":"https://orcid.org/0000-0001-8097-2472"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Daniel A. Breakiron","raw_affiliation_strings":["Virginia Tech, Blacksburg, VA, USA","Virginia Tech, , Blacksburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Virginia Tech, , Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016965269","display_name":"Eric Fouh","orcid":"https://orcid.org/0000-0003-3869-9112"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric Fouh","raw_affiliation_strings":["Virginia Tech, Blacksburg, VA, USA","Virginia Tech, , Blacksburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Virginia Tech, , Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031360761","display_name":"Sally Hamouda","orcid":"https://orcid.org/0000-0003-2299-7983"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sally Hamouda","raw_affiliation_strings":["Virginia Tech, Blacksburg, VA, USA","Virginia Tech, , Blacksburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Virginia Tech, , Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012542741","display_name":"Clifford A. Shaffer","orcid":"https://orcid.org/0000-0003-0001-0295"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Clifford A. Shaffer","raw_affiliation_strings":["Virginia Tech, Blacksburg, VA, USA","Virginia Tech, , Blacksburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Virginia Tech, , Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5086008144"],"corresponding_institution_ids":["https://openalex.org/I859038795"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12814719,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"709","last_page":"709"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9998999834060669,"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":0.9998999834060669,"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/T10162","display_name":"Online and Blended Learning","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9900000095367432,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.837327241897583},{"id":"https://openalex.org/keywords/debugging","display_name":"Debugging","score":0.7938719987869263},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7164524793624878},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5901505351066589},{"id":"https://openalex.org/keywords/massive-open-online-course","display_name":"Massive open online course","score":0.4456513524055481},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.4427720308303833},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.40485116839408875},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.39183175563812256},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.29710477590560913},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08428031206130981},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07993543148040771}],"concepts":[{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.837327241897583},{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.7938719987869263},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7164524793624878},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5901505351066589},{"id":"https://openalex.org/C2777808570","wikidata":"https://www.wikidata.org/wiki/Q967853","display_name":"Massive open online course","level":2,"score":0.4456513524055481},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.4427720308303833},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.40485116839408875},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.39183175563812256},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.29710477590560913},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08428031206130981},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07993543148040771},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2538862.2544274","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2538862.2544274","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 45th 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","display_name":"Quality Education","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2062595501","https://openalex.org/W2218816958","https://openalex.org/W2563526723","https://openalex.org/W2935776762","https://openalex.org/W2287678720","https://openalex.org/W1992978145","https://openalex.org/W2111309428","https://openalex.org/W2481118423","https://openalex.org/W3009800159","https://openalex.org/W2188742435","https://openalex.org/W2765774219","https://openalex.org/W1509035347","https://openalex.org/W3009774938","https://openalex.org/W3134704772","https://openalex.org/W2465051209","https://openalex.org/W2102970422","https://openalex.org/W2556673717","https://openalex.org/W2775886906","https://openalex.org/W2898171588","https://openalex.org/W3015699480"],"abstract_inverted_index":{"As":[0],"the":[1,35,68,96,114,140],"use":[2,16,72,88,132],"of":[3,50,67,73,86,98,109,142],"online":[4],"interactive":[5,53],"tutorials":[6,75],"becomes":[7],"more":[8,13],"widespread,":[9],"there":[10],"will":[11],"be":[12],"opportunities":[14],"to":[15,21,40,139],"fine-grained":[17],"interaction":[18],"log":[19],"data":[20,26,57],"deduce":[22],"student":[23,44,87],"behavior.":[24,45],"Log":[25],"can":[27],"help":[28],"debug":[29],"usability":[30],"or":[31,37],"pedagogical":[32],"problems":[33],"with":[34],"tutorials,":[36],"guide":[38],"redesign":[39],"discourage":[41],"pedagogically":[42],"poor":[43],"OpenDSA":[46,74],"is":[47],"a":[48,63,107],"collection":[49],"open":[51],"source":[52],"materials":[54],"for":[55,102],"teaching":[56],"structures":[58],"and":[59,116],"algorithms.":[60],"We":[61,83],"present":[62],"case":[64],"study":[65],"analysis":[66],"activity":[69],"logs":[70],"from":[71],"by":[76],"roughly":[77],"150":[78],"students":[79,110,120],"over":[80],"several":[81],"weeks.":[82],"identified":[84],"clusters":[85],"based":[89],"on":[90],"when":[91],"they":[92],"completed":[93],"exercises,":[94,103],"verified":[95],"reliability":[97],"estimated":[99],"time":[100],"requirements":[101],"provided":[104],"evidence":[105,118],"that":[106,119,130,137],"majority":[108],"do":[111],"not":[112],"read":[113],"text,":[115],"found":[117],"complete":[121],"additional":[122],"exercises":[123],"after":[124],"obtaining":[125],"credit.":[126],"Furthermore,":[127],"we":[128],"determined":[129],"slideshow":[131],"was":[133,144],"fairly":[134],"high,":[135],"but":[136],"skipping":[138],"end":[141],"slideshows":[143],"common.":[145]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
