{"id":"https://openalex.org/W4396833688","doi":"https://doi.org/10.1145/3613904.3642055","title":"SEAM-EZ: Simplifying Stateful Analytics through Visual Programming","display_name":"SEAM-EZ: Simplifying Stateful Analytics through Visual Programming","publication_year":2024,"publication_date":"2024-05-11","ids":{"openalex":"https://openalex.org/W4396833688","doi":"https://doi.org/10.1145/3613904.3642055"},"language":"en","primary_location":{"id":"doi:10.1145/3613904.3642055","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3613904.3642055","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3613904.3642055","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3613904.3642055","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5097660140","display_name":"Zhengyan Yu","orcid":"https://orcid.org/0000-0002-0798-4861"},"institutions":[{"id":"https://openalex.org/I4210115775","display_name":"Convalife (China)","ror":"https://ror.org/02c4jmw40","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210115775"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhengyan Yu","raw_affiliation_strings":["Conviva, China"],"affiliations":[{"raw_affiliation_string":"Conviva, China","institution_ids":["https://openalex.org/I4210115775"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072813555","display_name":"Hun Namkung","orcid":"https://orcid.org/0000-0003-0035-3642"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hun Namkung","raw_affiliation_strings":["Conviva, United States"],"affiliations":[{"raw_affiliation_string":"Conviva, United States","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5097875549","display_name":"Jiang Guo","orcid":"https://orcid.org/0009-0008-9498-9118"},"institutions":[{"id":"https://openalex.org/I4210115775","display_name":"Convalife (China)","ror":"https://ror.org/02c4jmw40","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210115775"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiang Guo","raw_affiliation_strings":["Conviva, China"],"affiliations":[{"raw_affiliation_string":"Conviva, China","institution_ids":["https://openalex.org/I4210115775"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016063506","display_name":"Henry Milner","orcid":"https://orcid.org/0009-0006-5863-7962"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Henry Milner","raw_affiliation_strings":["Conviva, United States"],"affiliations":[{"raw_affiliation_string":"Conviva, United States","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5097902237","display_name":"Joel Goldfoot","orcid":"https://orcid.org/0009-0007-1843-2089"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Joel Goldfoot","raw_affiliation_strings":["Conviva, United States"],"affiliations":[{"raw_affiliation_string":"Conviva, United States","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065252864","display_name":"Yang Wang","orcid":"https://orcid.org/0000-0003-3641-8241"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yang Wang","raw_affiliation_strings":["Conviva, United States and University of Illinois at Urbana-Champaign, United States"],"affiliations":[{"raw_affiliation_string":"Conviva, United States and University of Illinois at Urbana-Champaign, United States","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079175103","display_name":"Vyas Sekar","orcid":"https://orcid.org/0000-0001-5452-8976"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vyas Sekar","raw_affiliation_strings":["Conviva, United States and Carnegie Mellon University, United States"],"affiliations":[{"raw_affiliation_string":"Conviva, United States and Carnegie Mellon University, United States","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5097660140"],"corresponding_institution_ids":["https://openalex.org/I4210115775"],"apc_list":null,"apc_paid":null,"fwci":0.5119,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62341641,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9991999864578247,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9796000123023987,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9790999889373779,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/stateful-firewall","display_name":"Stateful firewall","score":0.9489070177078247},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8415054082870483},{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.658950924873352},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6544016003608704},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.6101109385490417},{"id":"https://openalex.org/keywords/sql","display_name":"SQL","score":0.42449167370796204},{"id":"https://openalex.org/keywords/cultural-analytics","display_name":"Cultural analytics","score":0.41322576999664307},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3644329309463501},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2874389886856079},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.24092701077461243},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.22720450162887573},{"id":"https://openalex.org/keywords/semantic-analytics","display_name":"Semantic analytics","score":0.21456393599510193},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20889416337013245},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.20455580949783325},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.10206568241119385},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.09184470772743225}],"concepts":[{"id":"https://openalex.org/C22927095","wikidata":"https://www.wikidata.org/wiki/Q1784206","display_name":"Stateful firewall","level":3,"score":0.9489070177078247},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8415054082870483},{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.658950924873352},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6544016003608704},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.6101109385490417},{"id":"https://openalex.org/C510870499","wikidata":"https://www.wikidata.org/wiki/Q47607","display_name":"SQL","level":2,"score":0.42449167370796204},{"id":"https://openalex.org/C545860419","wikidata":"https://www.wikidata.org/wiki/Q5193251","display_name":"Cultural analytics","level":5,"score":0.41322576999664307},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3644329309463501},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2874389886856079},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24092701077461243},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.22720450162887573},{"id":"https://openalex.org/C148792806","wikidata":"https://www.wikidata.org/wiki/Q7449046","display_name":"Semantic analytics","level":4,"score":0.21456393599510193},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20889416337013245},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.20455580949783325},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.10206568241119385},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.09184470772743225},{"id":"https://openalex.org/C130436687","wikidata":"https://www.wikidata.org/wiki/Q7978591","display_name":"Web modeling","level":3,"score":0.0},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3613904.3642055","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3613904.3642055","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3613904.3642055","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3613904.3642055","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3613904.3642055","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3613904.3642055","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396833688.pdf"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1971670344","https://openalex.org/W2008212695","https://openalex.org/W2013628864","https://openalex.org/W2029605931","https://openalex.org/W2037013789","https://openalex.org/W2055304684","https://openalex.org/W2058104334","https://openalex.org/W2075274160","https://openalex.org/W2127058057","https://openalex.org/W2135024920","https://openalex.org/W2141669903","https://openalex.org/W2294581520","https://openalex.org/W2344352022","https://openalex.org/W2486439025","https://openalex.org/W2947012480","https://openalex.org/W2956281901","https://openalex.org/W2965446359","https://openalex.org/W2977442587","https://openalex.org/W2995596828","https://openalex.org/W3009469321","https://openalex.org/W3031542734","https://openalex.org/W3031906401","https://openalex.org/W3094617751","https://openalex.org/W3202567403","https://openalex.org/W3203321135","https://openalex.org/W4225012671","https://openalex.org/W4225908341","https://openalex.org/W4298338738","https://openalex.org/W4306759050","https://openalex.org/W4363671822","https://openalex.org/W4366547406","https://openalex.org/W4366547526","https://openalex.org/W4366547541","https://openalex.org/W4366549240","https://openalex.org/W6959643953"],"related_works":["https://openalex.org/W2558523485","https://openalex.org/W4379407450","https://openalex.org/W2148525144","https://openalex.org/W2071949039","https://openalex.org/W2779621916","https://openalex.org/W2905107896","https://openalex.org/W4237274094","https://openalex.org/W1813318416","https://openalex.org/W1991092611","https://openalex.org/W3173715284"],"abstract_inverted_index":{"Across":[0],"many":[1],"domains":[2],"(e.g.,":[3,51],"media/entertainment,":[4],"mobile":[5],"apps,":[6],"finance,":[7],"IoT,":[8],"cybersecurity),":[9],"there":[10],"is":[11,77],"a":[12,92,109,123],"growing":[13],"need":[14],"for":[15,114],"stateful":[16,65,72,82,119,141,173],"analytics":[17,28,66],"over":[18,29],"streams":[19,31],"of":[20,41,68,99,140,150],"events":[21,42],"to":[22,43,62,78,134,167,171],"meet":[23],"key":[24],"business":[25],"outcomes.":[26],"Stateful":[27],"event":[30],"entails":[32],"carefully":[33],"modeling":[34],"the":[35,136],"sequence,":[36],"timing,":[37],"and":[38,49,59,71,80,88,96,117,131,138,186,189],"contextual":[39],"correlations":[40],"dynamic":[44,70],"attributes.":[45],"Unfortunately,":[46],"existing":[47],"frameworks":[48],"languages":[50],"SQL,":[52],"Flink,":[53],"Spark)":[54],"entail":[55],"significant":[56,169],"code":[57],"complexity":[58],"expert":[60],"effort":[61,170],"express":[63],"such":[64,178,191],"because":[67],"their":[69],"nature.":[73],"Our":[74,156],"overarching":[75],"goal":[76],"simplify":[79],"democratize":[81],"analytics.":[83,142],"Through":[84],"an":[85],"iterative":[86],"design":[87],"evaluation":[89],"process":[90],"including":[91],"foundational":[93],"user":[94],"study":[95],"two":[97],"rounds":[98],"formative":[100],"evaluations":[101],"with":[102,152],"15":[103],"industry":[104],"practitioners,":[105],"we":[106],"created":[107],"SEAM-EZ,":[108],"no-code":[110],"visual":[111],"programming":[112],"platform":[113],"quickly":[115,187],"creating":[116],"validating":[118],"metrics.":[120],"SEAM-EZ":[121,151],"features":[122,133],"node-graph":[124],"editor,":[125],"interactive":[126],"tooltips,":[127],"embedded":[128],"data":[129],"views,":[130],"auto-suggestion":[132],"facilitate":[135],"creation":[137],"validation":[139],"We":[143],"then":[144],"conducted":[145],"three":[146],"real-world":[147],"case":[148],"studies":[149],"20":[153],"additional":[154],"practitioners.":[155],"results":[157],"suggest":[158],"that":[159],"practitioners":[160],"who":[161],"previously":[162],"could":[163],"not":[164],"or":[165,181],"had":[166],"spend":[168],"create":[172,188],"metrics":[174,192],"using":[175,193],"traditional":[176],"tools":[177],"as":[179],"SQL":[180],"Spark":[182],"can":[183],"now":[184],"easily":[185],"validate":[190],"SEAM-EZ.":[194]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-17T09:09:15.849793","created_date":"2025-10-10T00:00:00"}