{"id":"https://openalex.org/W2594525351","doi":"https://doi.org/10.1145/3027385.3029457","title":"Predicting e-textbook adoption based on event segmentation of teachers' usage","display_name":"Predicting e-textbook adoption based on event segmentation of teachers' usage","publication_year":2017,"publication_date":"2017-02-27","ids":{"openalex":"https://openalex.org/W2594525351","doi":"https://doi.org/10.1145/3027385.3029457","mag":"2594525351"},"language":"en","primary_location":{"id":"doi:10.1145/3027385.3029457","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3027385.3029457","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Seventh International Learning Analytics & Knowledge Conference","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/A5091360284","display_name":"Longwei Zheng","orcid":"https://orcid.org/0000-0002-3144-593X"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Longwei Zheng","raw_affiliation_strings":["East China Normal University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041835402","display_name":"Wei Gong","orcid":"https://orcid.org/0000-0003-3622-7090"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Gong","raw_affiliation_strings":["East China Normal University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090932123","display_name":"Xiaoqing Gu","orcid":"https://orcid.org/0000-0001-9942-0651"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoqing Gu","raw_affiliation_strings":["East China Normal University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5091360284"],"corresponding_institution_ids":["https://openalex.org/I66867065"],"apc_list":null,"apc_paid":null,"fwci":0.7129,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.79817632,"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":"560","last_page":"561"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12720","display_name":"Multimedia Communication and Technology","score":0.9853000044822693,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12720","display_name":"Multimedia Communication and Technology","score":0.9853000044822693,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9750000238418579,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9279000163078308,"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":0.711995005607605},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.6804602742195129},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6656678318977356},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5898485779762268},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.46019864082336426},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3733908534049988},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.23927730321884155},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1802576780319214}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.711995005607605},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6804602742195129},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6656678318977356},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5898485779762268},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.46019864082336426},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3733908534049988},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23927730321884155},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1802576780319214},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3027385.3029457","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3027385.3029457","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Seventh International Learning Analytics & Knowledge Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2034003792","https://openalex.org/W2051021183","https://openalex.org/W2114517412","https://openalex.org/W2148034761"],"related_works":["https://openalex.org/W4379231730","https://openalex.org/W4389858081","https://openalex.org/W2501551404","https://openalex.org/W4385583601","https://openalex.org/W4298131179","https://openalex.org/W2113201962","https://openalex.org/W4395685956","https://openalex.org/W2799953226","https://openalex.org/W4398146871","https://openalex.org/W2901074640"],"abstract_inverted_index":{"Customized":[0],"content":[1],"of":[2,53,87,97],"e-textbook":[3,74],"require":[4],"teachers":[5,19,30],"to":[6,41,49,60,94],"spend":[7],"greater":[8],"efforts":[9],"using":[10,44],"authoring":[11],"tools":[12],"and":[13,18,35,82],"planning":[14],"activities":[15],"before":[16,57],"class,":[17],"with":[20,37],"various":[21],"contexts":[22],"have":[23],"different":[24],"demands":[25],"on":[26],"e-textbook.":[27,45],"However,":[28],"some":[29,63],"who":[31],"lack":[32],"ICT":[33],"skills":[34],"dissatisfy":[36],"the":[38,51],"features":[39,96],"tend":[40],"give":[42,61],"up":[43],"Thus":[46],"we":[47,58],"need":[48],"know":[50],"status":[52],"teachers'":[54,88],"usage":[55,77,89],"earlier":[56],"decide":[59],"them":[62],"technical":[64],"supports.":[65],"This":[66],"paper":[67],"describes":[68],"an":[69,83],"analysis":[70],"method":[71,86],"for":[72],"predicting":[73],"adoption":[75],"from":[76],"records":[78],"in":[79,92],"early":[80],"days,":[81],"event":[84],"segmentation":[85],"is":[90],"used":[91],"effort":[93],"provide":[95],"predictive":[98],"model.":[99]},"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}