{"id":"https://openalex.org/W2034410592","doi":"https://doi.org/10.1142/s0218213004001831","title":"GLOBAL RULE INDUCTION FOR INFORMATION EXTRACTION","display_name":"GLOBAL RULE INDUCTION FOR INFORMATION EXTRACTION","publication_year":2004,"publication_date":"2004-12-01","ids":{"openalex":"https://openalex.org/W2034410592","doi":"https://doi.org/10.1142/s0218213004001831","mag":"2034410592"},"language":"en","primary_location":{"id":"doi:10.1142/s0218213004001831","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218213004001831","pdf_url":null,"source":{"id":"https://openalex.org/S178780388","display_name":"International Journal of Artificial Intelligence Tools","issn_l":"0218-2130","issn":["0218-2130","1793-6349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Artificial Intelligence Tools","raw_type":"journal-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/A5070173803","display_name":"Jing Xiao","orcid":"https://orcid.org/0000-0002-5242-7909"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"JING XIAO","raw_affiliation_strings":["School of Computing, National University of Singapore, Singapore 117543, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, National University of Singapore, Singapore 117543, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089404640","display_name":"Tat\u2010Seng Chua","orcid":"https://orcid.org/0000-0001-6097-7807"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"TAT-SENG CHUA","raw_affiliation_strings":["School of Computing, National University of Singapore, Singapore 117543, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, National University of Singapore, Singapore 117543, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101444398","display_name":"Jimin Liu","orcid":"https://orcid.org/0000-0003-3459-8349"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"JIMIN LIU","raw_affiliation_strings":["School of Computing, National University of Singapore, Singapore 117543, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, National University of Singapore, Singapore 117543, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I165932596"],"apc_list":null,"apc_paid":null,"fwci":1.374,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.84818967,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":"04","first_page":"813","last_page":"828"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9822999835014343,"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":0.9822999835014343,"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":0.9807999730110168,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9710999727249146,"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":0.9233089089393616},{"id":"https://openalex.org/keywords/rule-induction","display_name":"Rule induction","score":0.6428903937339783},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.62050461769104},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6074100732803345},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5857628583908081},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5734148025512695},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5398899912834167},{"id":"https://openalex.org/keywords/information-extraction","display_name":"Information extraction","score":0.5354758501052856},{"id":"https://openalex.org/keywords/rule-based-system","display_name":"Rule-based system","score":0.45417284965515137},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.4525061547756195},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4278164207935333},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.381206750869751},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3531486690044403},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3322780430316925},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09129133820533752}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9233089089393616},{"id":"https://openalex.org/C2776780472","wikidata":"https://www.wikidata.org/wiki/Q7378945","display_name":"Rule induction","level":2,"score":0.6428903937339783},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.62050461769104},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6074100732803345},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5857628583908081},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5734148025512695},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5398899912834167},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.5354758501052856},{"id":"https://openalex.org/C149271511","wikidata":"https://www.wikidata.org/wiki/Q1417149","display_name":"Rule-based system","level":2,"score":0.45417284965515137},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.4525061547756195},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4278164207935333},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.381206750869751},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3531486690044403},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3322780430316925},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09129133820533752},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218213004001831","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218213004001831","pdf_url":null,"source":{"id":"https://openalex.org/S178780388","display_name":"International Journal of Artificial Intelligence Tools","issn_l":"0218-2130","issn":["0218-2130","1793-6349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Artificial Intelligence Tools","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.4300000071525574,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W2325227998"],"related_works":["https://openalex.org/W1813387235","https://openalex.org/W1975947159","https://openalex.org/W2041738807","https://openalex.org/W1967847904","https://openalex.org/W2150675348","https://openalex.org/W2910133984","https://openalex.org/W2071106862","https://openalex.org/W2319510361","https://openalex.org/W2194810911","https://openalex.org/W4226392802"],"abstract_inverted_index":{"The":[0,76],"ability":[1],"to":[2,50,88],"extract":[3],"desired":[4],"pieces":[5],"of":[6,20,38,44,64],"information":[7],"from":[8],"natural":[9],"language":[10],"texts":[11],"is":[12,112],"an":[13],"important":[14],"task":[15],"with":[16],"a":[17,26],"growing":[18],"number":[19],"potential":[21],"applications.":[22],"This":[23],"paper":[24],"presents":[25],"novel":[27],"pattern":[28],"rule":[29,55],"induction":[30],"learning":[31],"system,":[32],"GRID,":[33],"which":[34],"emphasizes":[35],"the":[36,45],"use":[37],"global":[39],"feature":[40],"distribution":[41],"in":[42,48,79],"all":[43],"training":[46],"instances":[47],"order":[49],"make":[51],"better":[52],"decision":[53],"on":[54,98],"induction.":[56],"GRID":[57,80],"uses":[58],"chunks":[59],"as":[60],"contextual":[61],"units":[62],"instead":[63],"tokens,":[65],"and":[66,72,83,92,104],"incorporates":[67],"features":[68,77],"at":[69],"lexical,":[70],"syntactical":[71],"semantic":[73],"levels":[74],"simultaneously.":[75],"chosen":[78],"are":[81],"general":[82],"they":[84],"were":[85],"applied":[86],"successfully":[87],"both":[89],"semi-structured":[90],"text":[91],"free":[93],"text.":[94],"Our":[95],"experimental":[96],"results":[97],"some":[99],"publicly":[100],"available":[101],"webpage":[102],"corpora":[103],"MUC-4":[105],"test":[106],"set":[107],"indicate":[108],"that":[109],"our":[110],"approach":[111],"effective.":[113]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
