{"id":"https://openalex.org/W2169888348","doi":"https://doi.org/10.3217/jucs-017-14-1991","title":"An Intelligent System for Automated Binary Knowledge Document Classification and Content Analysis","display_name":"An Intelligent System for Automated Binary Knowledge Document Classification and Content Analysis","publication_year":2020,"publication_date":"2020-04-07","ids":{"openalex":"https://openalex.org/W2169888348","doi":"https://doi.org/10.3217/jucs-017-14-1991","mag":"2169888348"},"language":"en","primary_location":{"id":"pmh:oai:zenodo.org:7001801","is_oa":true,"landing_page_url":"https://zenodo.org/record/7001801","pdf_url":"https://zenodo.org/record/7001801","source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"JUCS - Journal of Universal Computer Science 17((14)) 1991-2008","raw_type":"info:eu-repo/semantics/article"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/7001801","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015633372","display_name":"Amy J.C. Trappey","orcid":"https://orcid.org/0000-0001-7651-7012"},"institutions":[{"id":"https://openalex.org/I43566213","display_name":"National Taipei University of Business","ror":"https://ror.org/029hrv109","country_code":"TW","type":"education","lineage":["https://openalex.org/I43566213"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Amy J. C. Trappey","raw_affiliation_strings":["National Taipei University of Business"],"affiliations":[{"raw_affiliation_string":"National Taipei University of Business","institution_ids":["https://openalex.org/I43566213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020975783","display_name":"Charles V. Trappey","orcid":"https://orcid.org/0000-0002-3069-6702"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Charles V. Trappey","raw_affiliation_strings":["National Tsing Hua University"],"affiliations":[{"raw_affiliation_string":"National Tsing Hua University","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chun-Yi Wu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chun-Yi Wu","raw_affiliation_strings":["Department of Management Science"],"affiliations":[{"raw_affiliation_string":"Department of Management Science","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"Tzu-An Chiang","orcid":null},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tzu-An Chiang","raw_affiliation_strings":["National Tsing Hua University"],"affiliations":[{"raw_affiliation_string":"National Tsing Hua University","institution_ids":["https://openalex.org/I25846049"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5015633372"],"corresponding_institution_ids":["https://openalex.org/I43566213"],"apc_list":null,"apc_paid":null,"fwci":0.1372,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.51839965,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9883999824523926,"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":0.9883999824523926,"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/computer-science","display_name":"Computer science","score":0.633155107498169},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.6098888516426086},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5378215909004211},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.4974425137042999},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.40733087062835693},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3904034495353699},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09874185919761658},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.07334154844284058}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.633155107498169},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.6098888516426086},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5378215909004211},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.4974425137042999},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.40733087062835693},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3904034495353699},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09874185919761658},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.07334154844284058},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:zenodo.org:7001801","is_oa":true,"landing_page_url":"https://zenodo.org/record/7001801","pdf_url":"https://zenodo.org/record/7001801","source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"JUCS - Journal of Universal Computer Science 17((14)) 1991-2008","raw_type":"info:eu-repo/semantics/article"},{"id":"doi:10.3217/jucs-017-14-1991","is_oa":true,"landing_page_url":"https://doi.org/10.3217/jucs-017-14-1991","pdf_url":null,"source":{"id":"https://openalex.org/S4306400660","display_name":"TUGraz OPEN Library (Graz University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4092182","host_organization_name":"Graz University of Technology","host_organization_lineage":["https://openalex.org/I4092182"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:7001801","is_oa":true,"landing_page_url":"https://zenodo.org/record/7001801","pdf_url":"https://zenodo.org/record/7001801","source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"JUCS - Journal of Universal Computer Science 17((14)) 1991-2008","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321040","display_name":"National Science Council","ror":"https://ror.org/02kv4zf79"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2169888348.pdf","grobid_xml":"https://content.openalex.org/works/W2169888348.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W46612890","https://openalex.org/W71798225","https://openalex.org/W79123185","https://openalex.org/W369619126","https://openalex.org/W1966536018","https://openalex.org/W1978394996","https://openalex.org/W2009208902","https://openalex.org/W2020986551","https://openalex.org/W2039063816","https://openalex.org/W2054928183","https://openalex.org/W2079091674","https://openalex.org/W2080968038","https://openalex.org/W2098162425","https://openalex.org/W2105989307","https://openalex.org/W2109375705","https://openalex.org/W2110820724","https://openalex.org/W2134214966","https://openalex.org/W2138853912","https://openalex.org/W2147830435","https://openalex.org/W2152953875","https://openalex.org/W2158018156","https://openalex.org/W2165760181","https://openalex.org/W2292178252","https://openalex.org/W2405831565"],"related_works":["https://openalex.org/W4250539519","https://openalex.org/W4294018197","https://openalex.org/W4233433299","https://openalex.org/W2379384513","https://openalex.org/W2213288308","https://openalex.org/W2884856691","https://openalex.org/W2909905999","https://openalex.org/W4244821991","https://openalex.org/W2125732910","https://openalex.org/W2317264789"],"abstract_inverted_index":{"Many":[0],"companies":[1],"rely":[2],"on":[3],"patent":[4,8,25,41,83],"engineers":[5],"to":[6,15,32,65,91,114],"search":[7,92],"documents":[9,26,42],"and":[10,13,17,34,37,58,75,86,93,116,126],"offer":[11],"recommendations":[12],"advice":[14],"R":[16],"D":[18],"engineers.":[19],"Given":[20],"the":[21,88,102,118],"increasing":[22],"number":[23],"of":[24,104,120],"filed":[27],"each":[28],"year,":[29],"new":[30],"means":[31],"effectively":[33],"efficiently":[35],"identify":[36],"manage":[38],"technology":[39],"specific":[40],"are":[43],"required.":[44],"This":[45],"research":[46],"applies":[47],"a":[48,54,59,111],"back-propagation":[49],"artificial":[50],"neural":[51],"network":[52],"(BPANN),":[53],"hierarchical":[55],"ontology":[56],"technique,":[57],"normalized":[60],"term":[61],"frequency":[62],"(NTF)":[63],"method":[64],"develop":[66],"an":[67],"intelligent":[68,79],"system":[69,80],"for":[70,96],"binary":[71,122],"knowledge":[72,123],"document":[73,84,124],"classification":[74,85,125],"content":[76,127],"analysis.":[77,97,128],"The":[78],"minimizes":[81],"inappropriate":[82],"reduces":[87],"effort":[89],"required":[90],"screen":[94],"patents":[95],"Finally,":[98],"this":[99],"paper":[100],"uses":[101],"design":[103],"light":[105],"emitting":[106],"diode":[107],"(LED)":[108],"lamps":[109],"as":[110],"case":[112],"study":[113],"illustrate":[115],"verify":[117],"efficiency":[119],"automated":[121]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-03-25T23:56:10.502304","created_date":"2016-06-24T00:00:00"}
