{"id":"https://openalex.org/W2551441958","doi":"https://doi.org/10.1145/3038912.3052643","title":"DeepCas","display_name":"DeepCas","publication_year":2017,"publication_date":"2017-04-03","ids":{"openalex":"https://openalex.org/W2551441958","doi":"https://doi.org/10.1145/3038912.3052643","mag":"2551441958"},"language":"en","primary_location":{"id":"doi:10.1145/3038912.3052643","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3038912.3052643","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th International Conference on World Wide Web","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3038912.3052643","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100354271","display_name":"Cheng Li","orcid":"https://orcid.org/0000-0002-8280-3119"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cheng Li","raw_affiliation_strings":["University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089063294","display_name":"Jiaqi Ma","orcid":"https://orcid.org/0000-0001-8292-5901"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiaqi Ma","raw_affiliation_strings":["University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051951021","display_name":"Xiaoxiao Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaoxiao Guo","raw_affiliation_strings":["University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048955398","display_name":"Qiaozhu Mei","orcid":"https://orcid.org/0000-0002-8640-1942"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qiaozhu Mei","raw_affiliation_strings":["University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I27837315"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":298,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"577","last_page":"586"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9950000047683716,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9811000227928162,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7544481754302979},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6741749048233032},{"id":"https://openalex.org/keywords/information-cascade","display_name":"Information cascade","score":0.6658670902252197},{"id":"https://openalex.org/keywords/cascade","display_name":"Cascade","score":0.575782299041748},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.523621141910553},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5102078914642334},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.48199954628944397},{"id":"https://openalex.org/keywords/factor","display_name":"Factor (programming language)","score":0.4249434769153595},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36801257729530334},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36691421270370483},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.26362645626068115},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2596472501754761},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1866874098777771},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12763655185699463},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07762658596038818}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7544481754302979},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6741749048233032},{"id":"https://openalex.org/C27286358","wikidata":"https://www.wikidata.org/wiki/Q6031027","display_name":"Information cascade","level":2,"score":0.6658670902252197},{"id":"https://openalex.org/C34146451","wikidata":"https://www.wikidata.org/wiki/Q5048094","display_name":"Cascade","level":2,"score":0.575782299041748},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.523621141910553},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5102078914642334},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.48199954628944397},{"id":"https://openalex.org/C2781039887","wikidata":"https://www.wikidata.org/wiki/Q1391724","display_name":"Factor (programming language)","level":2,"score":0.4249434769153595},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36801257729530334},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36691421270370483},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.26362645626068115},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2596472501754761},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1866874098777771},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12763655185699463},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07762658596038818},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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":"doi:10.1145/3038912.3052643","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3038912.3052643","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th International Conference on World Wide Web","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3038912.3052643","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3038912.3052643","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th International Conference on World Wide Web","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.699999988079071,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G7555609097","display_name":null,"funder_award_id":"IIS-1054199","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G981581449","display_name":null,"funder_award_id":"SES-1131500","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W379337736","https://openalex.org/W934261879","https://openalex.org/W1497522841","https://openalex.org/W1614298861","https://openalex.org/W1742402942","https://openalex.org/W1752870744","https://openalex.org/W1780764807","https://openalex.org/W1813529358","https://openalex.org/W1816257748","https://openalex.org/W1888005072","https://openalex.org/W1992537918","https://openalex.org/W1996263819","https://openalex.org/W2008857988","https://openalex.org/W2032342806","https://openalex.org/W2064675550","https://openalex.org/W2065231053","https://openalex.org/W2080290417","https://openalex.org/W2091087160","https://openalex.org/W2100974526","https://openalex.org/W2114544578","https://openalex.org/W2127048411","https://openalex.org/W2131681506","https://openalex.org/W2140950724","https://openalex.org/W2142498761","https://openalex.org/W2147286743","https://openalex.org/W2148876341","https://openalex.org/W2154851992","https://openalex.org/W2156020699","https://openalex.org/W2163605009","https://openalex.org/W2170513563","https://openalex.org/W2184179640","https://openalex.org/W2184466087","https://openalex.org/W2188869342","https://openalex.org/W2214702106","https://openalex.org/W2232943036","https://openalex.org/W2296752489","https://openalex.org/W2406128552","https://openalex.org/W2468480579","https://openalex.org/W2468907370","https://openalex.org/W2536006166","https://openalex.org/W2618530766","https://openalex.org/W2949377321","https://openalex.org/W2962756421","https://openalex.org/W2962860893","https://openalex.org/W2964135759","https://openalex.org/W2964145825","https://openalex.org/W3099768174","https://openalex.org/W3104097132","https://openalex.org/W3104987177","https://openalex.org/W3105705953","https://openalex.org/W3122000667","https://openalex.org/W3122471732","https://openalex.org/W3142588439","https://openalex.org/W4285719527","https://openalex.org/W6633728996","https://openalex.org/W6666571692","https://openalex.org/W6666761814","https://openalex.org/W6679023746","https://openalex.org/W6680532216","https://openalex.org/W6681029592","https://openalex.org/W6681891831","https://openalex.org/W6688427572"],"related_works":["https://openalex.org/W2038891404","https://openalex.org/W3104987177","https://openalex.org/W2810784123","https://openalex.org/W3041929574","https://openalex.org/W2990751567","https://openalex.org/W4200012112","https://openalex.org/W2219275368","https://openalex.org/W4385988053","https://openalex.org/W4292369391","https://openalex.org/W2067425759"],"abstract_inverted_index":{"Information":[0],"cascades,":[1,47],"effectively":[2],"facilitated":[3],"by":[4,57],"most":[5],"social":[6,18],"network":[7,80,84],"platforms,":[8],"are":[9,34,94],"recognized":[10],"as":[11,49],"a":[12,58,71,103],"major":[13],"factor":[14],"in":[15,22],"almost":[16],"every":[17],"success":[19],"and":[20,52,81,90],"disaster":[21],"these":[23],"networks.":[24],"Can":[25],"cascades":[26],"be":[27,55],"predicted?":[28],"While":[29],"many":[30,64],"believe":[31],"that":[32,41,62],"they":[33],"inherently":[35],"unpredictable,":[36],"recent":[37],"work":[38],"has":[39],"shown":[40],"some":[42],"key":[43],"properties":[44],"of":[45,73],"information":[46],"such":[48],"size,":[50],"growth,":[51],"shape,":[53],"can":[54],"predicted":[56],"machine":[59],"learning":[60],"algorithm":[61],"combines":[63],"features.":[65],"These":[66],"predictors":[67],"all":[68],"depend":[69],"on":[70],"bag":[72],"hand-crafting":[74],"features":[75],"to":[76,97,100,102],"represent":[77],"the":[78,82],"cascade":[79],"global":[83],"structures.":[85],"Such":[86],"features,":[87],"always":[88],"carefully":[89],"sometimes":[91],"mysteriously":[92],"designed,":[93],"not":[95],"easy":[96],"extend":[98],"or":[99,106],"generalize":[101],"different":[104],"platform":[105],"domain.":[107]},"counts_by_year":[{"year":2026,"cited_by_count":17},{"year":2025,"cited_by_count":33},{"year":2024,"cited_by_count":25},{"year":2023,"cited_by_count":31},{"year":2022,"cited_by_count":47},{"year":2021,"cited_by_count":46},{"year":2020,"cited_by_count":39},{"year":2019,"cited_by_count":29},{"year":2018,"cited_by_count":27},{"year":2017,"cited_by_count":4}],"updated_date":"2026-07-16T13:24:37.021932","created_date":"2016-11-30T00:00:00"}