{"id":"https://openalex.org/W4367046957","doi":"https://doi.org/10.1145/3543507.3583390","title":"MassNE: Exploring Higher-Order Interactions with Marginal Effect for Massive Battle Outcome Prediction","display_name":"MassNE: Exploring Higher-Order Interactions with Marginal Effect for Massive Battle Outcome Prediction","publication_year":2023,"publication_date":"2023-04-26","ids":{"openalex":"https://openalex.org/W4367046957","doi":"https://doi.org/10.1145/3543507.3583390"},"language":"en","primary_location":{"id":"doi:10.1145/3543507.3583390","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3543507.3583390","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Web Conference 2023","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/A5014673381","display_name":"Yin Gu","orcid":"https://orcid.org/0000-0002-6734-9085"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yin Gu","raw_affiliation_strings":["Anhui Province Key Laboratory of Big Data Analysis and Application, University of Science and Technology of China &amp; State Key Laboratory of Cognitive Intelligence, China"],"affiliations":[{"raw_affiliation_string":"Anhui Province Key Laboratory of Big Data Analysis and Application, University of Science and Technology of China &amp; State Key Laboratory of Cognitive Intelligence, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100323875","display_name":"Kai Zhang","orcid":"https://orcid.org/0000-0001-5335-2470"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Zhang","raw_affiliation_strings":["Anhui Province Key Laboratory of Big Data Analysis and Application, University of Science and Technology of China &amp; State Key Laboratory of Cognitive Intelligence, China"],"affiliations":[{"raw_affiliation_string":"Anhui Province Key Laboratory of Big Data Analysis and Application, University of Science and Technology of China &amp; State Key Laboratory of Cognitive Intelligence, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100453156","display_name":"Qi Liu","orcid":"https://orcid.org/0000-0001-6956-5550"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Liu","raw_affiliation_strings":["Anhui Province Key Laboratory of Big Data Analysis and Application, University of Science and Technology of China &amp; State Key Laboratory of Cognitive Intelligence, China and Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, China"],"affiliations":[{"raw_affiliation_string":"Anhui Province Key Laboratory of Big Data Analysis and Application, University of Science and Technology of China &amp; State Key Laboratory of Cognitive Intelligence, China and Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100398281","display_name":"Xin Lin","orcid":"https://orcid.org/0000-0001-6913-4654"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Lin","raw_affiliation_strings":["Anhui Province Key Laboratory of Big Data Analysis and Application, University of Science and Technology of China &amp; State Key Laboratory of Cognitive Intelligence, China"],"affiliations":[{"raw_affiliation_string":"Anhui Province Key Laboratory of Big Data Analysis and Application, University of Science and Technology of China &amp; State Key Laboratory of Cognitive Intelligence, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085496384","display_name":"Zhenya Huang","orcid":"https://orcid.org/0000-0003-1661-0420"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenya Huang","raw_affiliation_strings":["Anhui Province Key Laboratory of Big Data Analysis and Application, University of Science and Technology of China &amp; State Key Laboratory of Cognitive Intelligence, China"],"affiliations":[{"raw_affiliation_string":"Anhui Province Key Laboratory of Big Data Analysis and Application, University of Science and Technology of China &amp; State Key Laboratory of Cognitive Intelligence, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048237545","display_name":"Enhong Chen","orcid":"https://orcid.org/0000-0002-4835-4102"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Enhong Chen","raw_affiliation_strings":["Anhui Province Key Laboratory of Big Data Analysis and Application, University of Science and Technology of China &amp; State Key Laboratory of Cognitive Intelligence, China"],"affiliations":[{"raw_affiliation_string":"Anhui Province Key Laboratory of Big Data Analysis and Application, University of Science and Technology of China &amp; State Key Laboratory of Cognitive Intelligence, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5014673381"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":1.7647,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.85941346,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"2710","last_page":"2718"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13371","display_name":"Military Defense Systems Analysis","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13371","display_name":"Military Defense Systems Analysis","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12888","display_name":"Military Strategy and Technology","score":0.9817000031471252,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10994","display_name":"Terrorism, Counterterrorism, and Political Violence","score":0.9736999869346619,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/battle","display_name":"Battle","score":0.684443473815918},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.6776515245437622},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5695814490318298},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.5176753997802734},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.13699433207511902},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11954954266548157},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.11592024564743042},{"id":"https://openalex.org/keywords/mathematical-economics","display_name":"Mathematical economics","score":0.0860852301120758}],"concepts":[{"id":"https://openalex.org/C2778627824","wikidata":"https://www.wikidata.org/wiki/Q178561","display_name":"Battle","level":2,"score":0.684443473815918},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.6776515245437622},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5695814490318298},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5176753997802734},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.13699433207511902},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11954954266548157},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.11592024564743042},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0860852301120758},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3543507.3583390","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3543507.3583390","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Web Conference 2023","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[{"id":"https://openalex.org/G3424485895","display_name":null,"funder_award_id":"61922073","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1589331835","https://openalex.org/W1669104078","https://openalex.org/W1677182931","https://openalex.org/W1998491441","https://openalex.org/W2000424326","https://openalex.org/W2019056073","https://openalex.org/W2108365927","https://openalex.org/W2114312952","https://openalex.org/W2148672604","https://openalex.org/W2153975459","https://openalex.org/W2162185655","https://openalex.org/W2163614729","https://openalex.org/W2259031064","https://openalex.org/W2763110165","https://openalex.org/W2809904830","https://openalex.org/W2970971581","https://openalex.org/W2982316857","https://openalex.org/W3049195782","https://openalex.org/W3080076683","https://openalex.org/W3114904768","https://openalex.org/W3153218438","https://openalex.org/W3184807867","https://openalex.org/W4232449914","https://openalex.org/W4292793914","https://openalex.org/W4297575365","https://openalex.org/W4299335686","https://openalex.org/W6655040832","https://openalex.org/W6711960554"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2003237632","https://openalex.org/W2120337598","https://openalex.org/W2350977361","https://openalex.org/W2348097125","https://openalex.org/W3030212771","https://openalex.org/W2000391299","https://openalex.org/W2994023542"],"abstract_inverted_index":{"In":[0,158],"online":[1],"games,":[2],"predicting":[3,129],"massive":[4,30,56,180],"battle":[5,103,130,183],"outcomes":[6],"is":[7,79,153,172],"a":[8,76,93,100],"fundamental":[9],"task":[10],"of":[11,48,68,72,196,204,218],"many":[12],"applications,":[13],"such":[14],"as":[15,61],"team":[16,63],"optimization":[17],"and":[18,85,122,166,206,215],"tactical":[19],"formulation.":[20],"Existing":[21],"works":[22,178],"do":[23],"not":[24],"pay":[25],"adequate":[26],"attention":[27],"to":[28,35,87,138,146,155,174,192],"the":[29,52,62,66,150,162,194,202,222],"battle.":[31],"They":[32],"either":[33],"seek":[34],"evaluate":[36,161,193],"individuals":[37],"in":[38,82,179],"isolation":[39],"or":[40],"mine":[41],"simple":[42],"pair-wise":[43],"interactions":[44,54],"between":[45,55],"individuals,":[46],"neither":[47],"which":[49,112],"effectively":[50],"captures":[51],"intricate":[53],"units":[57,73,220],"(e.g.,":[58],"individuals).":[59],"Furthermore,":[60],"size":[64],"increases,":[65],"phenomenon":[67],"diminishing":[69,77],"marginal":[70,135,142,216],"utility":[71,143],"emerges.":[74],"Such":[75],"pattern":[78],"rarely":[80],"noticed":[81],"previous":[83],"work,":[84],"how":[86,140],"capture":[88],"it":[89],"from":[90,221],"data":[91],"remains":[92],"challenge.":[94],"To":[95],"this":[96],"end,":[97],"we":[98,133,160],"propose":[99],"novel":[101],"Massive":[102,182],"outcome":[104],"predictor":[105],"with":[106],"margiNal":[107],"Effect":[108],"modules,":[109],"namely":[110],"MassNE,":[111,205],"comprehensively":[113],"incorporates":[114],"individual":[115],"effects,":[116,212,214],"cooperation":[117,211],"effects":[118,124],"(i.e.,":[119,125],"intra-team":[120],"interactions)":[121,127],"suppression":[123,213],"inter-team":[126],"for":[128],"outcomes.":[131],"Specifically,":[132],"design":[134],"effect":[136],"modules":[137],"learn":[139],"units\u2019":[141],"changing":[144],"respect":[145],"their":[147],"number,":[148],"where":[149],"monotonicity":[151],"assumption":[152],"applied":[154],"ensure":[156],"rationality.":[157],"addition,":[159],"current":[163],"classical":[164],"models":[165],"provide":[167],"mathematical":[168],"proofs":[169],"that":[170],"MassNE":[171,207],"able":[173],"generalize":[175],"several":[176],"earlier":[177],"settings.":[181],"datasets":[184],"generated":[185],"by":[186],"StarCraft":[187],"II":[188],"APIs":[189],"are":[190],"adopted":[191],"performances":[195],"MassNE.":[197],"Extensive":[198],"experiments":[199],"empirically":[200],"demonstrate":[201],"effectiveness":[203],"can":[208],"reveal":[209],"reasonable":[210],"utilities":[217],"combat":[219],"data.":[223]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
