{"id":"https://openalex.org/W3028701087","doi":"https://doi.org/10.1145/3318464.3384696","title":"Synner: Generating Realistic Synthetic Data","display_name":"Synner: Generating Realistic Synthetic Data","publication_year":2020,"publication_date":"2020-05-29","ids":{"openalex":"https://openalex.org/W3028701087","doi":"https://doi.org/10.1145/3318464.3384696","mag":"3028701087"},"language":"en","primary_location":{"id":"doi:10.1145/3318464.3384696","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3318464.3384696","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data","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/A5075026385","display_name":"Miro Mannino","orcid":"https://orcid.org/0000-0001-7738-1815"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Miro Mannino","raw_affiliation_strings":["New York University Abu Dhabi, Abu Dhabi, UAE"],"affiliations":[{"raw_affiliation_string":"New York University Abu Dhabi, Abu Dhabi, UAE","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044418740","display_name":"Azza Abouzied","orcid":"https://orcid.org/0000-0003-4273-2536"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Azza Abouzied","raw_affiliation_strings":["New York University Abu Dhabi, Abu Dhabi, UAE"],"affiliations":[{"raw_affiliation_string":"New York University Abu Dhabi, Abu Dhabi, UAE","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5075026385"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.04461585,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"2749","last_page":"2752"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9987000226974487,"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":0.9987000226974487,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T13398","display_name":"Data Analysis with R","score":0.9308000206947327,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.845281720161438},{"id":"https://openalex.org/keywords/sketch","display_name":"Sketch","score":0.8038874268531799},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5985386371612549},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5800277590751648},{"id":"https://openalex.org/keywords/synthetic-data","display_name":"Synthetic data","score":0.5346428751945496},{"id":"https://openalex.org/keywords/data-exploration","display_name":"Data exploration","score":0.4550337791442871},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4103330373764038},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.37672120332717896},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3406139314174652},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2545601725578308},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.18656206130981445},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.17488840222358704}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.845281720161438},{"id":"https://openalex.org/C2779231336","wikidata":"https://www.wikidata.org/wiki/Q7534724","display_name":"Sketch","level":2,"score":0.8038874268531799},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5985386371612549},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5800277590751648},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.5346428751945496},{"id":"https://openalex.org/C2780977526","wikidata":"https://www.wikidata.org/wiki/Q42417149","display_name":"Data exploration","level":3,"score":0.4550337791442871},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4103330373764038},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.37672120332717896},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3406139314174652},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2545601725578308},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.18656206130981445},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.17488840222358704},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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:10.1145/3318464.3384696","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3318464.3384696","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2781731418","https://openalex.org/W2980669002"],"related_works":["https://openalex.org/W3131073374","https://openalex.org/W2983439719","https://openalex.org/W2600707098","https://openalex.org/W2383565031","https://openalex.org/W1971224820","https://openalex.org/W2563078508","https://openalex.org/W2384888906","https://openalex.org/W4244299974","https://openalex.org/W3106945349","https://openalex.org/W3028701087"],"abstract_inverted_index":{"Synner":[0,8,46,87],"allows":[1],"users":[2,9],"to":[3,21,74],"generate":[4],"realistic-looking":[5,99],"data.":[6,61,100],"With":[7],"can":[10,39],"visually":[11],"and":[12,28,34,44,78,88],"declaratively":[13],"specify":[14],"properties":[15,24],"of":[16,31,58,72,94],"the":[17,26,59],"dataset":[18],"they":[19],"wish":[20],"generate.":[22],"Such":[23],"include":[25],"domain,":[27],"statistical":[29],"distribution":[30],"each":[32],"field,":[33],"relationships":[35],"between":[36],"fields.":[37],"User":[38],"also":[40,63],"sketch":[41],"custom":[42],"distributions":[43],"relationships.":[45],"provides":[47],"instant":[48],"feedback":[49],"on":[50],"every":[51],"user":[52,80],"interaction":[53],"by":[54],"visualizing":[55],"a":[56,68],"preview":[57],"generated":[60],"It":[62],"suggests":[64],"generation":[65],"specifications":[66],"from":[67,91],"few":[69],"user-provided":[70],"examples":[71],"data":[73],"generate,":[75],"column":[76],"labels":[77],"other":[79],"interactions.":[81],"In":[82],"this":[83],"demonstration,":[84],"we":[85],"showcase":[86],"summarize":[89],"results":[90],"our":[92],"evaluation":[93],"Synner's":[95],"effectiveness":[96],"at":[97],"generating":[98]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}