{"id":"https://openalex.org/W2600834311","doi":"https://doi.org/10.1109/saner.2017.7884609","title":"HDSKG: Harvesting domain specific knowledge graph from content of webpages","display_name":"HDSKG: Harvesting domain specific knowledge graph from content of webpages","publication_year":2017,"publication_date":"2017-02-01","ids":{"openalex":"https://openalex.org/W2600834311","doi":"https://doi.org/10.1109/saner.2017.7884609","mag":"2600834311"},"language":"en","primary_location":{"id":"doi:10.1109/saner.2017.7884609","is_oa":false,"landing_page_url":"https://doi.org/10.1109/saner.2017.7884609","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 24th International Conference on Software Analysis, Evolution and Reengineering (SANER)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://dr.ntu.edu.sg/bitstream/10356/83091/1/Finalmain.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101656979","display_name":"Xuejiao Zhao","orcid":"https://orcid.org/0000-0002-0185-1558"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Xuejiao Zhao","raw_affiliation_strings":["Rolls-Royce@NTU Corporate Lab, Nanyang Technological University (NTU), Singapore"],"affiliations":[{"raw_affiliation_string":"Rolls-Royce@NTU Corporate Lab, Nanyang Technological University (NTU), Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028641941","display_name":"Zhenchang Xing","orcid":"https://orcid.org/0000-0001-7663-1421"},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Zhenchang Xing","raw_affiliation_strings":["Research School of Computer Science, Australian National University, Australia"],"affiliations":[{"raw_affiliation_string":"Research School of Computer Science, Australian National University, Australia","institution_ids":["https://openalex.org/I118347636"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085181943","display_name":"Muhammad Ashad Kabir","orcid":"https://orcid.org/0000-0002-6798-6535"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Muhammad Ashad Kabir","raw_affiliation_strings":["School of Computing and Mathematics, Charles Stuart University, Bathurst, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computing and Mathematics, Charles Stuart University, Bathurst, NSW, Australia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024475902","display_name":"Sawada Naoya","orcid":null},"institutions":[{"id":"https://openalex.org/I2251713219","display_name":"NTT (Japan)","ror":"https://ror.org/00berct97","country_code":"JP","type":"company","lineage":["https://openalex.org/I2251713219"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Naoya Sawada","raw_affiliation_strings":["Cloud Service Division., NTT Communications Corporation, Japan"],"affiliations":[{"raw_affiliation_string":"Cloud Service Division., NTT Communications Corporation, Japan","institution_ids":["https://openalex.org/I2251713219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100336998","display_name":"Jing Li","orcid":"https://orcid.org/0000-0002-8044-2284"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jing Li","raw_affiliation_strings":["School of Computer Science and Engineering, NTU, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, NTU, Singapore","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072863865","display_name":"Shang\u2010Wei Lin","orcid":"https://orcid.org/0000-0002-9726-3434"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Shang-Wei Lin","raw_affiliation_strings":["Rolls-Royce@NTU Corporate Lab, Nanyang Technological University (NTU), Singapore"],"affiliations":[{"raw_affiliation_string":"Rolls-Royce@NTU Corporate Lab, Nanyang Technological University (NTU), Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101656979"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":4.979,"has_fulltext":true,"cited_by_count":55,"citation_normalized_percentile":{"value":0.96074975,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"56","last_page":"67"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9998999834060669,"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/T10028","display_name":"Topic Modeling","score":0.9998999834060669,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9994999766349792,"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":0.9991999864578247,"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":0.7643709182739258},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5272570848464966},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.5013589859008789},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4975574314594269},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.48313066363334656},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.44672924280166626},{"id":"https://openalex.org/keywords/web-page","display_name":"Web page","score":0.4107142686843872},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.30645042657852173},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3027283847332001},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16864299774169922}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7643709182739258},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5272570848464966},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.5013589859008789},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4975574314594269},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.48313066363334656},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.44672924280166626},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.4107142686843872},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.30645042657852173},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3027283847332001},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16864299774169922},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/saner.2017.7884609","is_oa":false,"landing_page_url":"https://doi.org/10.1109/saner.2017.7884609","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 24th International Conference on Software Analysis, Evolution and Reengineering (SANER)","raw_type":"proceedings-article"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/83091","is_oa":true,"landing_page_url":"http://hdl.handle.net/10220/42426","pdf_url":"https://dr.ntu.edu.sg/bitstream/10356/83091/1/Finalmain.pdf","source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Paper"},{"id":"pmh:oai:openresearch-repository.anu.edu.au:1885/238483","is_oa":false,"landing_page_url":"https://openresearch-repository.anu.edu.au/bitstream/1885/238483/3/01_Zhao_HDSKG%253A_Harvesting_Domain_2017.pdf.jpg","pdf_url":null,"source":{"id":"https://openalex.org/S4306402539","display_name":"ANU Open Research (Australian National University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I118347636","host_organization_name":"Australian National University","host_organization_lineage":["https://openalex.org/I118347636"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SANER 2017 - 24th IEEE International Conference on Software Analysis, Evolution, and Reengineering","raw_type":"Conference paper"}],"best_oa_location":{"id":"pmh:oai:dr.ntu.edu.sg:10356/83091","is_oa":true,"landing_page_url":"http://hdl.handle.net/10220/42426","pdf_url":"https://dr.ntu.edu.sg/bitstream/10356/83091/1/Finalmain.pdf","source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Paper"},"sustainable_development_goals":[{"score":0.699999988079071,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2600834311.pdf","grobid_xml":"https://content.openalex.org/works/W2600834311.grobid-xml"},"referenced_works_count":72,"referenced_works":["https://openalex.org/W102708294","https://openalex.org/W167355512","https://openalex.org/W168564468","https://openalex.org/W790941020","https://openalex.org/W1493490255","https://openalex.org/W1512387364","https://openalex.org/W1663984431","https://openalex.org/W1942169943","https://openalex.org/W1962622193","https://openalex.org/W1983574113","https://openalex.org/W1993463619","https://openalex.org/W1996984143","https://openalex.org/W2003458432","https://openalex.org/W2006149654","https://openalex.org/W2016412752","https://openalex.org/W2022166150","https://openalex.org/W2034971763","https://openalex.org/W2045495924","https://openalex.org/W2052569240","https://openalex.org/W2056894403","https://openalex.org/W2068737686","https://openalex.org/W2074537787","https://openalex.org/W2084745915","https://openalex.org/W2094728533","https://openalex.org/W2099942883","https://openalex.org/W2107958340","https://openalex.org/W2110207985","https://openalex.org/W2110367654","https://openalex.org/W2111488410","https://openalex.org/W2115130131","https://openalex.org/W2115461474","https://openalex.org/W2122865749","https://openalex.org/W2123442489","https://openalex.org/W2127978399","https://openalex.org/W2129629757","https://openalex.org/W2129842875","https://openalex.org/W2135035343","https://openalex.org/W2161494021","https://openalex.org/W2167187514","https://openalex.org/W2184957013","https://openalex.org/W2189472871","https://openalex.org/W2222863356","https://openalex.org/W2251427843","https://openalex.org/W2251647719","https://openalex.org/W2251913848","https://openalex.org/W2296209590","https://openalex.org/W2396924315","https://openalex.org/W2404959156","https://openalex.org/W2521166731","https://openalex.org/W2571842322","https://openalex.org/W2579141170","https://openalex.org/W2579343286","https://openalex.org/W2606578572","https://openalex.org/W2758438984","https://openalex.org/W2962965405","https://openalex.org/W4251372957","https://openalex.org/W4300601563","https://openalex.org/W6606991246","https://openalex.org/W6622627872","https://openalex.org/W6629638141","https://openalex.org/W6630579473","https://openalex.org/W6675187287","https://openalex.org/W6676581672","https://openalex.org/W6679243379","https://openalex.org/W6683761811","https://openalex.org/W6684350123","https://openalex.org/W6686133869","https://openalex.org/W6712028060","https://openalex.org/W6732124536","https://openalex.org/W6732580787","https://openalex.org/W6736563950","https://openalex.org/W6744700419"],"related_works":["https://openalex.org/W4250539519","https://openalex.org/W4294018197","https://openalex.org/W3135843367","https://openalex.org/W2611741382","https://openalex.org/W3112355890","https://openalex.org/W2613685774","https://openalex.org/W4233433299","https://openalex.org/W4220741973","https://openalex.org/W2379384513","https://openalex.org/W2326464900"],"abstract_inverted_index":{"Knowledge":[0],"graph":[1,52,137],"is":[2,42,62,169,181],"useful":[3],"for":[4,48],"many":[5],"different":[6],"domains":[7],"like":[8],"search":[9],"result":[10],"ranking,":[11],"recommendation,":[12],"exploratory":[13],"search,":[14],"etc.":[15],"It":[16],"integrates":[17],"structural":[18],"information":[19,24],"of":[20,33,44,76,97,115,138,163,187],"concepts":[21,29,68],"across":[22],"multiple":[23],"sources,":[25],"and":[26,69,148,161,166,176],"links":[27],"these":[28,98],"together.":[30],"The":[31,153,179],"extraction":[32],"domain":[34,49,66,105,141,207],"specific":[35,50,67],"relation":[36,71,100,144],"triples":[37,72,101],"(subject,":[38],"verb":[39,151],"phrase,":[40],"object)":[41],"one":[43],"the":[45,74,80,88,104,113,159,173,185,193,199],"important":[46],"techniques":[47],"knowledge":[51,136],"construction.":[53],"In":[54],"this":[55],"research,":[56],"an":[57],"automatic":[58],"method":[59,85],"named":[60],"HDSKG":[61,120,164,201],"proposed":[63],"to":[64,86,102,121,205],"discover":[65],"their":[70],"from":[73],"content":[75],"webpages.":[77],"We":[78],"incorporate":[79],"dependency":[81],"parser":[82],"with":[83,142,192,209],"rule-based":[84],"chunk":[87],"relations":[89],"triple":[90],"candidates,":[91],"then":[92],"we":[93,118,133,196],"extract":[94],"advanced":[95],"features":[96],"candidate":[99],"estimate":[103],"relevance":[106],"by":[107],"a":[108,131,135],"machine":[109],"learning":[110],"algorithm.":[111],"For":[112],"evaluation":[114],"our":[116],"method,":[117],"apply":[119],"Stack":[122],"Overflow":[123],"(a":[124],"Q&A":[125],"website":[126],"about":[127],"computer":[128],"programming).":[129],"As":[130],"result,":[132],"construct":[134],"software":[139],"engineering":[140],"35279":[143],"triples,":[145],"44800":[146],"concepts,":[147],"9660":[149],"unique":[150],"phrases.":[152],"experimental":[154],"results":[155],"show":[156],"that":[157],"both":[158],"precision":[160],"recall":[162],"(0.78":[165],"0.7":[167],"respectively)":[168],"much":[170],"higher":[171],"than":[172],"openIE":[174],"(0.11":[175],"0.6":[177],"respectively).":[178],"performance":[180],"particularly":[182],"efficient":[183],"in":[184,198],"case":[186],"complex":[188],"sentences.":[189],"Further":[190],"more,":[191],"self-training":[194],"technique":[195],"used":[197],"classifier,":[200],"can":[202],"be":[203],"applied":[204],"other":[206],"easily":[208],"less":[210],"training":[211],"data.":[212]},"counts_by_year":[{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":12},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}
