{"id":"https://openalex.org/W3102948621","doi":"https://doi.org/10.2478/dim-2020-0031","title":"Exploring Significant Characteristics and Models for Classification of Structure Function of Academic Documents","display_name":"Exploring Significant Characteristics and Models for Classification of Structure Function of Academic Documents","publication_year":2020,"publication_date":"2020-11-17","ids":{"openalex":"https://openalex.org/W3102948621","doi":"https://doi.org/10.2478/dim-2020-0031","mag":"3102948621"},"language":"en","primary_location":{"id":"doi:10.2478/dim-2020-0031","is_oa":true,"landing_page_url":"https://doi.org/10.2478/dim-2020-0031","pdf_url":"https://www.sciendo.com/pdf/10.2478/dim-2020-0031","source":{"id":"https://openalex.org/S4210174804","display_name":"Data and Information Management","issn_l":"2543-9251","issn":["2543-9251"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data and Information Management","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.sciendo.com/pdf/10.2478/dim-2020-0031","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005562185","display_name":"Bowen Ma","orcid":"https://orcid.org/0000-0003-2523-0497"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]},{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bowen Ma","raw_affiliation_strings":["Department of Information Management, Nanjing University of Science and Technology, Nanjing, China","School of Information Management, Nanjing University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Management, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]},{"raw_affiliation_string":"School of Information Management, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056318061","display_name":"Chengzhi Zhang","orcid":"https://orcid.org/0000-0001-9522-2914"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chengzhi Zhang","raw_affiliation_strings":["Department of Information Management, Nanjing University of Science and Technology, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Management, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100665235","display_name":"Yuzhuo Wang","orcid":"https://orcid.org/0000-0002-9749-8591"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuzhuo Wang","raw_affiliation_strings":["Department of Information Management, Nanjing University of Science and Technology, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Management, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5056318061"],"corresponding_institution_ids":["https://openalex.org/I36399199"],"apc_list":{"value":1350,"currency":"USD","value_usd":1350},"apc_paid":{"value":1350,"currency":"USD","value_usd":1350},"fwci":0.3911,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.69878233,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"5","issue":"1","first_page":"65","last_page":"74"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9564999938011169,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9564999938011169,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9077000021934509,"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/function","display_name":"Function (biology)","score":0.5643196105957031},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3335632085800171},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10509884357452393},{"id":"https://openalex.org/keywords/evolutionary-biology","display_name":"Evolutionary biology","score":0.07554134726524353}],"concepts":[{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5643196105957031},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3335632085800171},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10509884357452393},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.07554134726524353}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2478/dim-2020-0031","is_oa":true,"landing_page_url":"https://doi.org/10.2478/dim-2020-0031","pdf_url":"https://www.sciendo.com/pdf/10.2478/dim-2020-0031","source":{"id":"https://openalex.org/S4210174804","display_name":"Data and Information Management","issn_l":"2543-9251","issn":["2543-9251"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data and Information Management","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.2478/dim-2020-0031","is_oa":true,"landing_page_url":"https://doi.org/10.2478/dim-2020-0031","pdf_url":"https://www.sciendo.com/pdf/10.2478/dim-2020-0031","source":{"id":"https://openalex.org/S4210174804","display_name":"Data and Information Management","issn_l":"2543-9251","issn":["2543-9251"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data and Information Management","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8500000238418579,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G4598998763","display_name":"\u57fa\u4e8e\u5b66\u672f\u6587\u732e\u5168\u6587\u5185\u5bb9\u7684\u7ec6\u7c92\u5ea6\u7b97\u6cd5\u5b9e\u4f53\u62bd\u53d6\u4e0e\u8bc4\u4f30\u7814\u7a76","funder_award_id":"72074113","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1500530942","https://openalex.org/W1516184288","https://openalex.org/W1799284535","https://openalex.org/W1832693441","https://openalex.org/W1847618513","https://openalex.org/W1848279521","https://openalex.org/W1994471599","https://openalex.org/W2013219926","https://openalex.org/W2028473264","https://openalex.org/W2096537696","https://openalex.org/W2108346833","https://openalex.org/W2110854897","https://openalex.org/W2120587524","https://openalex.org/W2251320462","https://openalex.org/W2435251607","https://openalex.org/W2442495973","https://openalex.org/W2470673105","https://openalex.org/W2524182563","https://openalex.org/W2570427954","https://openalex.org/W2796792217","https://openalex.org/W2913004713","https://openalex.org/W2914859268","https://openalex.org/W2930957955","https://openalex.org/W3043040641","https://openalex.org/W3046799913","https://openalex.org/W3121315213","https://openalex.org/W4240777659","https://openalex.org/W6630066334","https://openalex.org/W6638733343","https://openalex.org/W6639219424","https://openalex.org/W6657784456","https://openalex.org/W6676259327","https://openalex.org/W6676803185","https://openalex.org/W6691647017","https://openalex.org/W6717827561","https://openalex.org/W6720133668","https://openalex.org/W6781687552"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":{"With":[0],"the":[1,16,32,44,50,53,63,67,80,84,104,113,116,123,139,154,161,170,177,185,192,201,204,213,218,222],"increasing":[2],"abundance":[3],"of":[4,25,31,35,52,70,106,115,119,163,180,194,203,207],"literature":[5,21,27],"resources,":[6],"how":[7],"to":[8,18,42,112,216],"acquire":[9],"knowledge":[10],"elements":[11],"efficiently":[12],"and":[13,23,66,83,90,144,210],"accurately":[14],"is":[15,38,73,109,133,136],"key":[17],"achieving":[19],"accurate":[20],"retrieval":[22],"utilization":[24],"available":[26],"resources.":[28],"The":[29,126],"identification":[30,114],"structure":[33,117,205],"function":[34,118,206],"academic":[36,120,208],"documents":[37,121],"a":[39,107],"fundamental":[40],"work":[41],"meet":[43],"above":[45],"requirements.":[46],"In":[47],"this":[48,189],"study,":[49],"proceedings":[51],"Association":[54],"for":[55,97],"Computational":[56],"Linguistics":[57],"(ACL)":[58],"conferences":[59],"are":[60,94],"used":[61,96],"as":[62],"primitive":[64],"corpus,":[65],"training":[68],"corpus":[69],"chapter":[71,81,108,166],"category":[72],"obtained":[74,137],"by":[75],"manual":[76],"annotation.":[77],"Based":[78],"on":[79,138,153,169],"titles":[82],"in-chapter":[85,124],"texts,":[86],"traditional":[87,140,171],"machine":[88,147],"learning":[89,92],"deep":[91],"models":[93,149],"both":[95],"classifier":[98],"training.":[99],"Our":[100],"results":[101,193],"show":[102],"that":[103,175],"title":[105],"more":[110],"beneficial":[111],"than":[122,152],"texts.":[125],"highest":[127],"F1":[128],"value":[129],"in":[130,221],"our":[131],"experiments":[132],"0.9249,":[134],"which":[135],"logistic":[141],"regression":[142],"(LR)":[143],"support":[145],"vector":[146],"(SVM)":[148],"(slightly":[150],"higher":[151],"convolutional":[155],"neural":[156],"network":[157],"[CNN]).":[158],"And":[159],"through":[160],"experiment":[162],"adding":[164],"other":[165],"characteristics":[167],"based":[168],"model,":[172],"we":[173],"find":[174],"combining":[176],"relative":[178],"position":[179],"chapters":[181],"can":[182],"effectively":[183],"improve":[184,217],"classification":[186,219],"performance.":[187],"Finally,":[188],"study":[190],"compares":[191],"experimental":[195],"groups":[196],"with":[197],"different":[198],"methods,":[199],"analyzes":[200],"misclassification":[202],"documents,":[209],"points":[211],"out":[212],"main":[214],"direction":[215],"performance":[220],"future.":[223]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":3}],"updated_date":"2026-05-19T21:40:30.786675","created_date":"2025-10-10T00:00:00"}
