{"id":"https://openalex.org/W2765520339","doi":"https://doi.org/10.1145/3129676.3129730","title":"On Classifying Dynamic Graph Bags","display_name":"On Classifying Dynamic Graph Bags","publication_year":2017,"publication_date":"2017-09-20","ids":{"openalex":"https://openalex.org/W2765520339","doi":"https://doi.org/10.1145/3129676.3129730","mag":"2765520339"},"language":"en","primary_location":{"id":"doi:10.1145/3129676.3129730","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3129676.3129730","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Research in Adaptive and Convergent Systems","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/A5036440250","display_name":"Dong\u2010Kyu Chae","orcid":"https://orcid.org/0000-0002-5410-6391"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Dong-Kyu Chae","raw_affiliation_strings":["Department of Computer and Software, Hanyang University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Software, Hanyang University, Seoul, Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046833665","display_name":"Bo-Kyum Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Bo-Kyum Kim","raw_affiliation_strings":["Department of Computer Science and Engineering, Hanyang University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Hanyang University, Seoul, Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103197804","display_name":"Seungho Kim","orcid":"https://orcid.org/0000-0002-4703-6989"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seung-Ho Kim","raw_affiliation_strings":["Department of Computer Science and Engineering, Hanyang University, Seoul, Korea","Department of Computer and Software, Hanyang University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Hanyang University, Seoul, Korea","institution_ids":["https://openalex.org/I4575257"]},{"raw_affiliation_string":"Department of Computer and Software, Hanyang University, Seoul, Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100656150","display_name":"Sang\u2010Wook Kim","orcid":"https://orcid.org/0000-0002-6345-9084"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sang-Wook Kim","raw_affiliation_strings":["Department of Computer Science and Engineering, Hanyang University, Seoul, Korea","Department of Computer and Software, Hanyang University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Hanyang University, Seoul, Korea","institution_ids":["https://openalex.org/I4575257"]},{"raw_affiliation_string":"Department of Computer and Software, Hanyang University, Seoul, Korea","institution_ids":["https://openalex.org/I4575257"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5036440250"],"corresponding_institution_ids":["https://openalex.org/I4575257"],"apc_list":null,"apc_paid":null,"fwci":0.195,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63001752,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"62","last_page":"66"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9944000244140625,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9944000244140625,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11719","display_name":"Data Quality and Management","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.722374439239502},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.578790009021759},{"id":"https://openalex.org/keywords/scratch","display_name":"Scratch","score":0.46965494751930237},{"id":"https://openalex.org/keywords/bag-of-words-model","display_name":"Bag-of-words model","score":0.4266052544116974},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4245948791503906},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.401904433965683},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38128504157066345},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.337365984916687},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.29554709792137146}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.722374439239502},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.578790009021759},{"id":"https://openalex.org/C2781235140","wikidata":"https://www.wikidata.org/wiki/Q275131","display_name":"Scratch","level":2,"score":0.46965494751930237},{"id":"https://openalex.org/C13672336","wikidata":"https://www.wikidata.org/wiki/Q3460803","display_name":"Bag-of-words model","level":2,"score":0.4266052544116974},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4245948791503906},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.401904433965683},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38128504157066345},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.337365984916687},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.29554709792137146},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3129676.3129730","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3129676.3129730","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Research in Adaptive and Convergent Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W140075217","https://openalex.org/W273955616","https://openalex.org/W1739285698","https://openalex.org/W1966982551","https://openalex.org/W1971039378","https://openalex.org/W1985644065","https://openalex.org/W2025167103","https://openalex.org/W2112837588","https://openalex.org/W2133990480","https://openalex.org/W2155912412","https://openalex.org/W2161723275","https://openalex.org/W2167089254","https://openalex.org/W2170726034","https://openalex.org/W2172532449","https://openalex.org/W4255759781","https://openalex.org/W6610017368"],"related_works":["https://openalex.org/W2475116013","https://openalex.org/W2770018148","https://openalex.org/W2358308169","https://openalex.org/W2385135707","https://openalex.org/W2140315382","https://openalex.org/W2059109728","https://openalex.org/W322691623","https://openalex.org/W2494989134","https://openalex.org/W2509444723","https://openalex.org/W2004958254"],"abstract_inverted_index":{"In":[0],"this":[1,19,67],"paper,":[2],"we":[3],"introduce":[4],"a":[5,15,22,29,44,53,81,87,105],"novel":[6],"problem":[7,68],"of":[8,58,96],"dynamic":[9,54],"graph":[10,23,107],"bag":[11,24,39,82],"classification,":[12],"and":[13],"propose":[14],"method":[16,99],"to":[17,28,42,80],"solve":[18],"problem.":[20],"Here,":[21],"(simply,":[25],"bag)":[26],"corresponds":[27],"training":[30],"object":[31],"that":[32],"contains":[33],"one":[34],"or":[35,61],"multiple":[36],"graphs.":[37,62],"Dynamic":[38],"classification":[40,45,73],"aims":[41],"build":[43],"model":[46,74,88],"for":[47,66],"bags":[48,60],"which":[49],"are":[50,78],"presented":[51],"in":[52],"fashion,":[55],"i.e.,":[56],"emerging":[57],"new":[59],"Our":[63],"proposed":[64,98],"solution":[65],"can":[69],"gradually":[70],"update":[71],"the":[72,90,94],"whenever":[75],"such":[76],"changes":[77],"made":[79],"dataset,":[83],"rather":[84],"than":[85],"building":[86],"from":[89],"scratch.":[91],"We":[92],"demonstrate":[93],"effectiveness":[95],"our":[97,101],"by":[100],"extensive":[102],"evaluation":[103],"on":[104],"real-world":[106],"dataset.":[108]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
