{"id":"https://openalex.org/W2339749080","doi":null,"title":"The role of domain knowledge in substructure discovery","display_name":"The role of domain knowledge in substructure discovery","publication_year":1995,"publication_date":"1995-01-01","ids":{"openalex":"https://openalex.org/W2339749080","mag":"2339749080"},"language":"en","primary_location":{"id":"mag:2339749080","doi":null,"is_oa":false,"landing_page_url":"https://dl.acm.org/citation.cfm?id=922948","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5012933554","display_name":"Surnjani Djoko","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Surnjani Djoko","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5048183050","display_name":"Diane J. Cook","orcid":"https://orcid.org/0000-0002-4441-7508","observed_orcids":["https://orcid.org/0000-0002-4441-7508","https://orcid.org/0000-0001-9711-2954"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Diane J. Cook","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-4441-7508","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6612,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.71048792,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":9.999999747378752e-05,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.0,"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/substructure-discovery","display_name":"substructure discovery","score":0.9909999966621399},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"domain knowledge","score":0.9660000205039978},{"id":"https://openalex.org/keywords/subdue","display_name":"Subdue","score":0.878000020980835},{"id":"https://openalex.org/keywords/minimum-description-length","display_name":"minimum description length","score":0.925000011920929},{"id":"https://openalex.org/keywords/structural-database","display_name":"structural database","score":0.7229999899864197},{"id":"https://openalex.org/keywords/data-compression","display_name":"data compression","score":0.6179999709129333},{"id":"https://openalex.org/keywords/guided-discovery","display_name":"guided discovery learning","score":0.45899999141693115},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"satellite imagery","score":0.6140000224113464},{"id":"https://openalex.org/keywords/programming","display_name":"programming","score":0.5680000185966492},{"id":"https://openalex.org/keywords/chinese-characters","display_name":"Chinese characters","score":0.8309999704360962},{"id":"https://openalex.org/keywords/computational-cost","display_name":"computational cost","score":0.8889999985694885}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.727534830570221},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.7031537294387817},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.6967836618423462},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.6393781900405884},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5623555779457092},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4997129440307617},{"id":"https://openalex.org/C99679407","wikidata":"https://www.wikidata.org/wiki/Q56761637","display_name":"Substructure","level":2,"score":0.46533623337745667},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4297523498535156},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3686544895172119},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3389815390110016},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12244641780853271},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10879585146903992},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10231292247772217},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2339749080","doi":null,"is_oa":false,"landing_page_url":"https://dl.acm.org/citation.cfm?id=922948","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2133946916","https://openalex.org/W1550545076","https://openalex.org/W2123150109","https://openalex.org/W2019119722","https://openalex.org/W2124996875","https://openalex.org/W4909282","https://openalex.org/W1552129808","https://openalex.org/W7100969974","https://openalex.org/W1514359207","https://openalex.org/W30532218"],"abstract_inverted_index":{"Discovering":[0],"repetitive,":[1],"interesting,":[2],"and":[3,15,114,127,141],"useful":[4,110],"substructures":[5,107],"in":[6,25],"a":[7,23,33,50,89],"structural":[8],"database":[9,24],"improves":[10,103],"the":[11,17,45,54,67,75,96,104,112,120,130,152],"ability":[12],"to":[13,44,73,94,111,116],"interpret":[14],"compress":[16],"data.":[18,121],"However,":[19],"scientists":[20],"working":[21],"with":[22,57],"their":[26],"area":[27],"of":[28,36,61,77,119,148,151],"expertise":[29],"often":[30],"search":[31,105],"for":[32,39,52,106],"predetermined":[34],"type":[35],"structure,":[37],"or":[38],"structures":[40],"exhibiting":[41],"characteristics":[42],"specific":[43],"domain.":[46],"This":[47],"study":[48],"presents":[49],"method":[51],"guiding":[53],"discovery":[55,69,97],"process":[56],"several":[58],"different":[59],"types":[60],"domain-specific":[62,101],"knowledge.":[63,80],"In":[64],"this":[65],"study,":[66],"SUBDUE":[68],"system":[70],"is":[71,84,154],"used":[72],"evaluate":[74],"benefits":[76],"using":[78,88],"domain":[79,82],"The":[81],"knowledge":[83,102],"incorporated":[85],"into":[86],"Subdue":[87],"minimum":[90],"description":[91],"length":[92],"principle":[93],"guide":[95],"process.\r\nResults":[98],"show":[99],"that":[100],"which":[108],"are":[109,144],"domain,":[113],"leads":[115],"greater":[117],"compression":[118],"To":[122],"illustrate":[123],"these":[124],"benefits,":[125],"examples":[126],"experiments":[128],"from":[129],"satellite":[131],"image,":[132],"computer":[133,135],"programming,":[134],"aided":[136],"design":[137],"circuit,":[138],"Chinese":[139],"character":[140],"artificial":[142],"domains":[143],"presented.":[145],"An":[146],"analysis":[147],"computational":[149],"cost":[150],"algorithms":[153],"also":[155],"provided.":[156]},"counts_by_year":[],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2016-06-24T00:00:00"}