{"id":"https://openalex.org/W2047022284","doi":"https://doi.org/10.1145/2396761.2398718","title":"Latent topics in graph-structured data","display_name":"Latent topics in graph-structured data","publication_year":2012,"publication_date":"2012-10-29","ids":{"openalex":"https://openalex.org/W2047022284","doi":"https://doi.org/10.1145/2396761.2398718","mag":"2047022284"},"language":"en","primary_location":{"id":"doi:10.1145/2396761.2398718","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2396761.2398718","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st ACM international conference on Information and knowledge management","raw_type":"proceedings-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/A5103200299","display_name":"Christoph B\u00f6hm","orcid":"https://orcid.org/0000-0002-4526-4515"},"institutions":[{"id":"https://openalex.org/I143288331","display_name":"Hasso Plattner Institute","ror":"https://ror.org/058rn5r42","country_code":"DE","type":"facility","lineage":["https://openalex.org/I143288331","https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Christoph B\u00f6hm","raw_affiliation_strings":["Hasso Plattner Institute, Potsdam, Germany"],"affiliations":[{"raw_affiliation_string":"Hasso Plattner Institute, Potsdam, Germany","institution_ids":["https://openalex.org/I143288331"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024434748","display_name":"Gjergji Kasneci","orcid":null},"institutions":[{"id":"https://openalex.org/I143288331","display_name":"Hasso Plattner Institute","ror":"https://ror.org/058rn5r42","country_code":"DE","type":"facility","lineage":["https://openalex.org/I143288331","https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gjergji Kasneci","raw_affiliation_strings":["Hasso Plattner Institute, Potsdam, Germany"],"affiliations":[{"raw_affiliation_string":"Hasso Plattner Institute, Potsdam, Germany","institution_ids":["https://openalex.org/I143288331"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053028480","display_name":"Felix Naumann","orcid":"https://orcid.org/0000-0002-4483-1389"},"institutions":[{"id":"https://openalex.org/I143288331","display_name":"Hasso Plattner Institute","ror":"https://ror.org/058rn5r42","country_code":"DE","type":"facility","lineage":["https://openalex.org/I143288331","https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Felix Naumann","raw_affiliation_strings":["Hasso Plattner Institute, Potsdam, Germany"],"affiliations":[{"raw_affiliation_string":"Hasso Plattner Institute, Potsdam, Germany","institution_ids":["https://openalex.org/I143288331"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5103200299"],"corresponding_institution_ids":["https://openalex.org/I143288331"],"apc_list":null,"apc_paid":null,"fwci":2.1828,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.87611345,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"2663","last_page":"2666"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9948999881744385,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7807601094245911},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6396819949150085},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5374183654785156},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.49596723914146423},{"id":"https://openalex.org/keywords/graph-database","display_name":"Graph database","score":0.47487303614616394},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.46787238121032715},{"id":"https://openalex.org/keywords/linked-data","display_name":"Linked data","score":0.44007304310798645},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4351789355278015},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.4166279137134552},{"id":"https://openalex.org/keywords/dependency-graph","display_name":"Dependency graph","score":0.4101269841194153},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.35024383664131165},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28435707092285156}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7807601094245911},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6396819949150085},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5374183654785156},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.49596723914146423},{"id":"https://openalex.org/C176225458","wikidata":"https://www.wikidata.org/wiki/Q595971","display_name":"Graph database","level":3,"score":0.47487303614616394},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.46787238121032715},{"id":"https://openalex.org/C69075417","wikidata":"https://www.wikidata.org/wiki/Q515701","display_name":"Linked data","level":3,"score":0.44007304310798645},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4351789355278015},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.4166279137134552},{"id":"https://openalex.org/C16311509","wikidata":"https://www.wikidata.org/wiki/Q4148050","display_name":"Dependency graph","level":3,"score":0.4101269841194153},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.35024383664131165},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28435707092285156}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2396761.2398718","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2396761.2398718","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st ACM international conference on Information and knowledge management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/12","score":0.44999998807907104,"display_name":"Responsible consumption and production"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1997556310","https://openalex.org/W2111002549","https://openalex.org/W2127048411","https://openalex.org/W2153624566","https://openalex.org/W2164928285","https://openalex.org/W6679023746"],"related_works":["https://openalex.org/W2776293731","https://openalex.org/W1723367271","https://openalex.org/W4211148702","https://openalex.org/W1607526536","https://openalex.org/W2127217276","https://openalex.org/W2283583215","https://openalex.org/W2130019778","https://openalex.org/W2610919777","https://openalex.org/W4239617640","https://openalex.org/W2029718927"],"abstract_inverted_index":{"Large":[0],"amounts":[1],"of":[2,26,29,61,83],"graph-structured":[3,36],"data":[4],"are":[5,40,73],"emerging":[6],"from":[7,11],"various":[8],"avenues,":[9],"ranging":[10],"natural":[12],"and":[13,18],"life":[14],"sciences":[15],"to":[16],"social":[17],"semantic":[19],"web":[20],"communities.":[21],"We":[22],"address":[23],"the":[24,47,59,62,67],"problem":[25],"discovering":[27],"subgraphs":[28],"entities":[30],"that":[31],"reflect":[32],"latent":[33],"topics":[34,39,55],"in":[35,77,88],"data.":[37,48],"These":[38],"structured":[41],"meta-information":[42],"providing":[43],"further":[44],"insights":[45],"into":[46],"The":[49,81],"presented":[50],"approach":[51,85],"effectively":[52],"detects":[53],"such":[54],"by":[56],"exploiting":[57],"only":[58],"structure":[60],"underlying":[63],"graph,":[64],"thus":[65],"avoiding":[66],"dependency":[68],"on":[69,90],"textual":[70],"labels,":[71],"which":[72],"a":[74],"scarce":[75],"asset":[76],"prevalent":[78],"graph":[79],"datasets.":[80,92],"viability":[82],"our":[84],"is":[86],"demonstrated":[87],"experiments":[89],"real-world":[91]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}