{"id":"https://openalex.org/W1996964171","doi":"https://doi.org/10.1109/vlhcc.2011.6070403","title":"Evaluating visual and statistical exploration of scientific literature networks","display_name":"Evaluating visual and statistical exploration of scientific literature networks","publication_year":2011,"publication_date":"2011-09-01","ids":{"openalex":"https://openalex.org/W1996964171","doi":"https://doi.org/10.1109/vlhcc.2011.6070403","mag":"1996964171"},"language":"en","primary_location":{"id":"doi:10.1109/vlhcc.2011.6070403","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vlhcc.2011.6070403","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)","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/A5055142047","display_name":"Robert Gove","orcid":"https://orcid.org/0000-0001-5864-4595"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"R. Gove","raw_affiliation_strings":["Department of Computer Science, University of Maryland, College Park, MD, USA","Human-Computer Interaction Lab, University of Maryland, College Park, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"Human-Computer Interaction Lab, University of Maryland, College Park, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063230893","display_name":"Cody Dunne","orcid":"https://orcid.org/0000-0002-1609-9776"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"C. Dunne","raw_affiliation_strings":["University of Maryland at College Park, College Park, MD, US","Human-Computer Interaction Lab, University of Maryland, College Park, USA"],"affiliations":[{"raw_affiliation_string":"University of Maryland at College Park, College Park, MD, US","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"Human-Computer Interaction Lab, University of Maryland, College Park, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052623072","display_name":"Ben Shneiderman","orcid":"https://orcid.org/0000-0002-8298-1097"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"B. Shneiderman","raw_affiliation_strings":["University of Maryland at College Park, College Park, MD, US","Human-Computer Interaction Lab, University of Maryland, College Park, USA"],"affiliations":[{"raw_affiliation_string":"University of Maryland at College Park, College Park, MD, US","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"Human-Computer Interaction Lab, University of Maryland, College Park, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012096550","display_name":"Judith L. Klavans","orcid":null},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. Klavans","raw_affiliation_strings":["University of Maryland at College Park, College Park, MD, US","Institute for Advanced Computer Studies, University of Maryland, College park, USA"],"affiliations":[{"raw_affiliation_string":"University of Maryland at College Park, College Park, MD, US","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"Institute for Advanced Computer Studies, University of Maryland, College park, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054060679","display_name":"Bonnie J. Dorr","orcid":"https://orcid.org/0000-0003-4356-5813"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"B. Dorr","raw_affiliation_strings":["University of Maryland at College Park, College Park, MD, US","Institute for Advanced Computer Studies, University of Maryland, College park, USA"],"affiliations":[{"raw_affiliation_string":"University of Maryland at College Park, College Park, MD, US","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"Institute for Advanced Computer Studies, University of Maryland, College park, USA","institution_ids":["https://openalex.org/I66946132"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5055142047"],"corresponding_institution_ids":["https://openalex.org/I66946132"],"apc_list":null,"apc_paid":null,"fwci":2.0606,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.88769513,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"217","last_page":"224"},"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9980999827384949,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9861000180244446,"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":0.828713059425354},{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.7468844652175903},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6326789855957031},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6112276315689087},{"id":"https://openalex.org/keywords/formative-assessment","display_name":"Formative assessment","score":0.589310884475708},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5828170776367188},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5316850543022156},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5264649987220764},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.43072110414505005},{"id":"https://openalex.org/keywords/result-set","display_name":"Result set","score":0.42743173241615295},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.385884165763855},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3677568733692169},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2537105679512024}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.828713059425354},{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.7468844652175903},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6326789855957031},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6112276315689087},{"id":"https://openalex.org/C42525527","wikidata":"https://www.wikidata.org/wiki/Q1209955","display_name":"Formative assessment","level":2,"score":0.589310884475708},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5828170776367188},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5316850543022156},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5264649987220764},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.43072110414505005},{"id":"https://openalex.org/C4969071","wikidata":"https://www.wikidata.org/wiki/Q7316353","display_name":"Result set","level":3,"score":0.42743173241615295},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.385884165763855},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3677568733692169},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2537105679512024},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vlhcc.2011.6070403","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vlhcc.2011.6070403","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.6800000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1550335805","https://openalex.org/W1968446874","https://openalex.org/W1974649532","https://openalex.org/W1993159344","https://openalex.org/W1999447745","https://openalex.org/W2002727835","https://openalex.org/W2003869209","https://openalex.org/W2022322548","https://openalex.org/W2030072100","https://openalex.org/W2055175765","https://openalex.org/W2058981286","https://openalex.org/W2059503205","https://openalex.org/W2063534350","https://openalex.org/W2066941314","https://openalex.org/W2068295054","https://openalex.org/W2089458547","https://openalex.org/W2097166075","https://openalex.org/W2099561919","https://openalex.org/W2107662820","https://openalex.org/W2108394954","https://openalex.org/W2112236650","https://openalex.org/W2116655493","https://openalex.org/W2135735809","https://openalex.org/W2142574815","https://openalex.org/W2146936057","https://openalex.org/W2152245018","https://openalex.org/W2155355283","https://openalex.org/W2157887077","https://openalex.org/W2162012713","https://openalex.org/W2166699593","https://openalex.org/W2168190036","https://openalex.org/W2168440500","https://openalex.org/W2178628967","https://openalex.org/W3021494766","https://openalex.org/W4234292174","https://openalex.org/W4237261849","https://openalex.org/W4248679546","https://openalex.org/W4251113007"],"related_works":["https://openalex.org/W2366403280","https://openalex.org/W1495108544","https://openalex.org/W2091301346","https://openalex.org/W3148229873","https://openalex.org/W4389760904","https://openalex.org/W2150160875","https://openalex.org/W4242223894","https://openalex.org/W4306886878","https://openalex.org/W402673672","https://openalex.org/W4308654829"],"abstract_inverted_index":{"Action":[0],"Science":[1],"Explorer":[2],"(ASE)":[3],"is":[4,96],"a":[5,48,97,139],"tool":[6],"designed":[7],"to":[8,47,71,81,105,120],"support":[9],"users":[10],"in":[11,75,128],"rapidly":[12],"generating":[13],"readily":[14],"consumable":[15],"summaries":[16],"of":[17,44,53,66,93,99,124,134,141],"academic":[18],"literature.":[19],"It":[20],"uses":[21],"citation":[22],"network":[23,30],"visualization,":[24],"ranking":[25,110],"and":[26,32,35,78,103,111,122,146,149],"filtering":[27,112],"papers":[28],"by":[29,154],"statistics,":[31],"automatic":[33],"clustering":[34],"summarization":[36],"techniques.":[37],"We":[38,137],"describe":[39,150],"how":[40],"early":[41],"formative":[42],"evaluations":[43],"ASE":[45,101],"led":[46],"mature":[49],"system":[50,73],"evaluation,":[51],"consisting":[52],"an":[54],"in-depth":[55],"empirical":[56],"evaluation":[57,63],"with":[58,132],"four":[59],"domain":[60],"experts.":[61],"The":[62,90],"tasks":[64,70,80],"were":[65],"two":[67],"types:":[68],"predefined":[69],"test":[72,82],"performance":[74],"common":[76],"scenarios,":[77],"user-defined":[79],"the":[83,100,125],"system's":[84],"usefulness":[85],"for":[86,109,143],"custom":[87],"exploration":[88,147,151],"goals.":[89],"primary":[91],"contribution":[92],"this":[94],"paper":[95],"validation":[98],"design":[102],"recommendations":[104],"provide:":[106],"easy-to-understand":[107],"metrics":[108],"documents,":[113],"user":[114],"control":[115],"over":[116],"which":[117],"document":[118,126],"sets":[119],"explore,":[121],"overviews":[123],"set":[127],"coordinated":[129],"views":[130],"along":[131],"details-on-demand":[133],"specific":[135],"papers.":[136],"contribute":[138],"taxonomy":[140],"features":[142],"literature":[144],"search":[145],"tools":[148],"goals":[152],"identified":[153],"our":[155],"participants.":[156]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}