{"id":"https://openalex.org/W4240154133","doi":"https://doi.org/10.1109/jcdl.2014.6970159","title":"Using ACM DL paper metadata as an auxiliary source for building educational collections","display_name":"Using ACM DL paper metadata as an auxiliary source for building educational collections","publication_year":2014,"publication_date":"2014-09-01","ids":{"openalex":"https://openalex.org/W4240154133","doi":"https://doi.org/10.1109/jcdl.2014.6970159"},"language":"en","primary_location":{"id":"doi:10.1109/jcdl.2014.6970159","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jcdl.2014.6970159","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Joint Conference on Digital Libraries","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/A5103259528","display_name":"Yinlin Chen","orcid":"https://orcid.org/0000-0002-3986-3108"},"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":"Yinlin Chen","raw_affiliation_strings":["Department of Computer Science, Virginia Tech, Blacksburg, VA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Virginia Tech, Blacksburg, VA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049148461","display_name":"Edward A. Fox","orcid":"https://orcid.org/0000-0003-1447-6870"},"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":"Edward A. Fox","raw_affiliation_strings":["Department of Computer Science, Virginia Tech, Blacksburg, VA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Virginia Tech, Blacksburg, VA","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103259528"],"corresponding_institution_ids":["https://openalex.org/I859038795"],"apc_list":null,"apc_paid":null,"fwci":0.818,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.83252834,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"137","last_page":"140"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9767000079154968,"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"}},"topics":[{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9767000079154968,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9747999906539917,"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/T10028","display_name":"Topic Modeling","score":0.9641000032424927,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.9102561473846436},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.853868842124939},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5892358422279358},{"id":"https://openalex.org/keywords/bootstrapping","display_name":"Bootstrapping (finance)","score":0.5716666579246521},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5557359457015991},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.5170360207557678},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.48154905438423157},{"id":"https://openalex.org/keywords/digital-library","display_name":"Digital library","score":0.4679293632507324},{"id":"https://openalex.org/keywords/metadata-modeling","display_name":"Metadata modeling","score":0.4414992332458496},{"id":"https://openalex.org/keywords/metadata-repository","display_name":"Metadata repository","score":0.37441158294677734},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26860442757606506}],"concepts":[{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.9102561473846436},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.853868842124939},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5892358422279358},{"id":"https://openalex.org/C207609745","wikidata":"https://www.wikidata.org/wiki/Q4944086","display_name":"Bootstrapping (finance)","level":2,"score":0.5716666579246521},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5557359457015991},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.5170360207557678},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.48154905438423157},{"id":"https://openalex.org/C513874922","wikidata":"https://www.wikidata.org/wiki/Q212805","display_name":"Digital library","level":3,"score":0.4679293632507324},{"id":"https://openalex.org/C110326360","wikidata":"https://www.wikidata.org/wiki/Q17149476","display_name":"Metadata modeling","level":4,"score":0.4414992332458496},{"id":"https://openalex.org/C153048206","wikidata":"https://www.wikidata.org/wiki/Q3454922","display_name":"Metadata repository","level":3,"score":0.37441158294677734},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26860442757606506},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C164913051","wikidata":"https://www.wikidata.org/wiki/Q482","display_name":"Poetry","level":2,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jcdl.2014.6970159","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jcdl.2014.6970159","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Joint Conference on Digital Libraries","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W103965747","https://openalex.org/W1553682320","https://openalex.org/W2097107772","https://openalex.org/W2111436316","https://openalex.org/W2120262857","https://openalex.org/W2133462743","https://openalex.org/W2150964155","https://openalex.org/W2165698076","https://openalex.org/W4231476871","https://openalex.org/W6604186605","https://openalex.org/W6676506720"],"related_works":["https://openalex.org/W3084772717","https://openalex.org/W1773645839","https://openalex.org/W2380261968","https://openalex.org/W2907247951","https://openalex.org/W2136226335","https://openalex.org/W3122624872","https://openalex.org/W3198863654","https://openalex.org/W2796209520","https://openalex.org/W2366936177","https://openalex.org/W2885275449"],"abstract_inverted_index":{"Some":[0],"digital":[1],"libraries":[2],"harvest":[3],"metadata":[4,21,141],"records":[5,22,87,142,153],"from":[6],"multiple":[7],"content":[8,45],"providers":[9],"to":[10,34,76,91,156],"build":[11],"their":[12],"collections.":[13],"However,":[14],"the":[15,36,54,61,68,148],"quality":[16,149],"and":[17,33,121,128,150],"quantity":[18,151],"of":[19,70,83,138,152],"such":[20],"are":[23,48],"limited":[24],"by":[25],"what":[26,40],"is":[27,63,108],"harvested.":[28],"To":[29],"ensure":[30],"collection":[31,66],"growth,":[32],"expand":[35],"scope":[37],"beyond":[38],"just":[39],"can":[41,101,146],"be":[42],"harvested,":[43],"additional":[44,106],"acquisition":[46],"methods":[47,124],"needed.":[49],"Accordingly,":[50],"we":[51,80],"discuss":[52],"how":[53],"Ensemble":[55,74],"project":[56],"(a":[57],"pathway":[58],"effort":[59],"in":[60],"NSDL)":[62],"broadening":[64],"its":[65],"with":[67,93],"help":[69,92],"machine":[71],"learning.":[72,95],"Since":[73],"aims":[75],"aid":[77],"computing":[78,110,139],"education,":[79],"make":[81],"use":[82],"ACM":[84],"Digital":[85],"Library":[86],"as":[88,115],"a":[89,104,116],"resource":[90,107],"transfer":[94],"We":[96,112],"have":[97],"built":[98],"classifiers":[99],"that":[100],"identify":[102],"if":[103],"potential":[105],"about":[109],"education.":[111],"approached":[113],"this":[114],"cross-domain":[117],"text":[118],"classification":[119],"problem":[120],"developed":[122],"suitable":[123],"for":[125,130],"feature":[126],"extraction":[127],"bootstrapping":[129],"classifier":[131],"training.":[132],"Our":[133],"experiments":[134],"on":[135],"three":[136],"datasets":[137],"education":[140],"show":[143],"our":[144],"approach":[145],"enhance":[147],"being":[154],"added":[155],"Ensemble.":[157]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}