{"id":"https://openalex.org/W3156900308","doi":"https://doi.org/10.4225/03/5a9e377107082","title":"Adaptive Organization of Digital Documents using Knowledge Graphs","display_name":"Adaptive Organization of Digital Documents using Knowledge Graphs","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W3156900308","doi":"https://doi.org/10.4225/03/5a9e377107082","mag":"3156900308"},"language":"en","primary_location":{"id":"pmh:oai:figshare.com:article/5951068","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"type":"dissertation","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063416855","display_name":"Ramakrishna Bairi","orcid":"https://orcid.org/0009-0009-9191-3748"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ramakrishna Bairi","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5063416855"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30917935,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9416000247001648,"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":0.9416000247001648,"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/T10028","display_name":"Topic Modeling","score":0.9164999723434448,"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":0.7762777805328369},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.6758905649185181},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.591579020023346},{"id":"https://openalex.org/keywords/table","display_name":"Table (database)","score":0.5259364247322083},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5205643773078918},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.5116289258003235},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4521295726299286},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.4500175714492798},{"id":"https://openalex.org/keywords/table-of-contents","display_name":"Table of contents","score":0.42503416538238525},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.395589679479599},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3690989911556244},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.35582494735717773},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19149744510650635},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.09110689163208008}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7762777805328369},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.6758905649185181},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.591579020023346},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.5259364247322083},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5205643773078918},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.5116289258003235},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4521295726299286},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.4500175714492798},{"id":"https://openalex.org/C68476402","wikidata":"https://www.wikidata.org/wiki/Q1456936","display_name":"Table of contents","level":2,"score":0.42503416538238525},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.395589679479599},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3690989911556244},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.35582494735717773},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19149744510650635},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.09110689163208008},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:figshare.com:article/5951068","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"mag:3156900308","is_oa":false,"landing_page_url":"https://bridges.monash.edu/articles/thesis/Adaptive_Organization_of_Digital_Documents_using_Knowledge_Graphs/5951068","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null},{"id":"doi:10.4225/03/5a9e377107082","is_oa":true,"landing_page_url":"https://doi.org/10.4225/03/5a9e377107082","pdf_url":null,"source":{"id":"https://openalex.org/S7407052105","display_name":"Monash University","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/5951068","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W166086835","https://openalex.org/W3003703817","https://openalex.org/W2126165619","https://openalex.org/W3035169528","https://openalex.org/W2133411495","https://openalex.org/W2189506912","https://openalex.org/W2897461699","https://openalex.org/W2162092316","https://openalex.org/W2890546109","https://openalex.org/W1487445520","https://openalex.org/W1490651636","https://openalex.org/W3127274523","https://openalex.org/W3154000428","https://openalex.org/W2963662654","https://openalex.org/W2902501608","https://openalex.org/W2038890640","https://openalex.org/W2135330499","https://openalex.org/W2122688727","https://openalex.org/W3210951214","https://openalex.org/W2021153570"],"abstract_inverted_index":{"This":[0,76],"thesis":[1],"studies":[2],"the":[3,14,39,45,50,58],"problem":[4],"of":[5,10,32,88,95,97],"automatically":[6],"evolving":[7],"a":[8,17,26,33,65],"hierarchy":[9],"categories":[11,23],"to":[12,25,37,43,57],"organize":[13],"documents":[15,51],"in":[16,80],"collection,":[18],"considering":[19],"user":[20],"preferences":[21],"(e.g.,":[22],"biased":[24],"particular":[27],"field).":[28],"It":[29,62],"makes":[30],"use":[31],"massive":[34],"knowledge":[35],"graph":[36],"guide":[38],"machine":[40,81],"learning":[41,82],"models":[42],"evolve":[44],"category":[46],"structure":[47],"and":[48],"organizes":[49],"accordingly.":[52],"The":[53],"categorization":[54],"also":[55,63],"adapts":[56],"growing":[59],"document":[60],"collection.":[61],"presents":[64],"novel":[66],"technique":[67],"for":[68],"categorizing":[69],"\u201cshort":[70],"texts\u201d":[71],"having":[72],"very":[73],"few":[74],"words.":[75],"work":[77],"has":[78],"applications":[79],"tasks":[83],"such":[84],"as":[85],"automatic":[86,93],"creation":[87],"\u201cWikipedia":[89],"Disambiguation\u201d":[90],"like":[91],"pages,":[92],"generation":[94],"Table":[96],"Contents,":[98],"drill-down":[99],"search,":[100],"etc.":[101]},"counts_by_year":[],"updated_date":"2026-02-12T00:53:03.260389","created_date":"2025-10-10T00:00:00"}