{"id":"https://openalex.org/W2074433622","doi":"https://doi.org/10.1109/tmm.2012.2198457","title":"Visually Summarizing Web Pages Through Internal and External Images","display_name":"Visually Summarizing Web Pages Through Internal and External Images","publication_year":2012,"publication_date":"2012-11-22","ids":{"openalex":"https://openalex.org/W2074433622","doi":"https://doi.org/10.1109/tmm.2012.2198457","mag":"2074433622"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2012.2198457","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2012.2198457","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-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/A5045811313","display_name":"Binxing Jiao","orcid":"https://orcid.org/0000-0003-4710-0095"},"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":"Binxing Jiao","raw_affiliation_strings":["Department of Electronic Engineering and Information Science, University of Science and Technology, Hefei, China","Dept. of Electron. Eng. & Inf. Sci., Univ. of Sci. & Technol. of China, Hefei, , China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering and Information Science, University of Science and Technology, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"Dept. of Electron. Eng. & Inf. Sci., Univ. of Sci. & Technol. of China, Hefei, , China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100860846","display_name":"Linjun Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]},{"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":"Linjun Yang","raw_affiliation_strings":["Microsoft Research Asia, Beijing, China","Dept. of Electron. Eng. & Inf. Sci., Univ. of Sci. & Technol. of China, Hefei, , China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]},{"raw_affiliation_string":"Dept. of Electron. Eng. & Inf. Sci., Univ. of Sci. & Technol. of China, Hefei, , China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101727196","display_name":"Jizheng Xu","orcid":"https://orcid.org/0009-0005-4563-6787"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jizheng Xu","raw_affiliation_strings":["Microsoft Research Asia, Beijing, China","Microsoft research Asia, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]},{"raw_affiliation_string":"Microsoft research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100393506","display_name":"Qi Tian","orcid":"https://orcid.org/0000-0002-7252-5047"},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qi Tian","raw_affiliation_strings":["Department of Computer Science, University of Texas-San Antonio, San Antonio, TX, USA",": Department of Computer Science, University of Texas at San Antonio, San Antonio, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Texas-San Antonio, San Antonio, TX, USA","institution_ids":["https://openalex.org/I45438204"]},{"raw_affiliation_string":": Department of Computer Science, University of Texas at San Antonio, San Antonio, TX, USA","institution_ids":["https://openalex.org/I45438204"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029102289","display_name":"Feng Wu","orcid":"https://orcid.org/0000-0003-3989-0509"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Wu","raw_affiliation_strings":["Microsoft Research Asia, Beijing, China","Microsoft research Asia, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]},{"raw_affiliation_string":"Microsoft research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5045811313"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.14053625,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"14","issue":"6","first_page":"1673","last_page":"1683"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9994999766349792,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9994999766349792,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9987999796867371,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.8459463119506836},{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.8194785118103027},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.7055245637893677},{"id":"https://openalex.org/keywords/web-page","display_name":"Web page","score":0.6442320942878723},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6174065470695496},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6072927117347717},{"id":"https://openalex.org/keywords/hits-algorithm","display_name":"HITS algorithm","score":0.550212562084198},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5488793849945068},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5230915546417236},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5012104511260986},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.42456015944480896},{"id":"https://openalex.org/keywords/web-navigation","display_name":"Web navigation","score":0.3534787893295288},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32532796263694763},{"id":"https://openalex.org/keywords/web-search-engine","display_name":"Web search engine","score":0.3198227882385254}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8459463119506836},{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.8194785118103027},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.7055245637893677},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.6442320942878723},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6174065470695496},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6072927117347717},{"id":"https://openalex.org/C195409031","wikidata":"https://www.wikidata.org/wiki/Q1031957","display_name":"HITS algorithm","level":5,"score":0.550212562084198},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5488793849945068},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5230915546417236},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5012104511260986},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.42456015944480896},{"id":"https://openalex.org/C61096286","wikidata":"https://www.wikidata.org/wiki/Q7978592","display_name":"Web navigation","level":3,"score":0.3534787893295288},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32532796263694763},{"id":"https://openalex.org/C521815418","wikidata":"https://www.wikidata.org/wiki/Q4182287","display_name":"Web search engine","level":4,"score":0.3198227882385254},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tmm.2012.2198457","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2012.2198457","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.304.4645","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.304.4645","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://research.microsoft.com/en-us/people/fengwu/visual_tmm_12.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W22751559","https://openalex.org/W44880528","https://openalex.org/W1563293148","https://openalex.org/W1573950611","https://openalex.org/W1584322360","https://openalex.org/W1978394996","https://openalex.org/W1984274118","https://openalex.org/W1991286487","https://openalex.org/W2011506639","https://openalex.org/W2031302834","https://openalex.org/W2038808651","https://openalex.org/W2047221353","https://openalex.org/W2053551668","https://openalex.org/W2062879799","https://openalex.org/W2066636486","https://openalex.org/W2075014921","https://openalex.org/W2078132377","https://openalex.org/W2091895997","https://openalex.org/W2109933556","https://openalex.org/W2115498043","https://openalex.org/W2118509786","https://openalex.org/W2139182464","https://openalex.org/W2139921367","https://openalex.org/W2143578854","https://openalex.org/W2147252560","https://openalex.org/W2165232124","https://openalex.org/W2167708792","https://openalex.org/W2171823380","https://openalex.org/W2939060804"],"related_works":["https://openalex.org/W2387616437","https://openalex.org/W1588416135","https://openalex.org/W2008577673","https://openalex.org/W2295656603","https://openalex.org/W4254300012","https://openalex.org/W2096839908","https://openalex.org/W1486482441","https://openalex.org/W1999548128","https://openalex.org/W1536079598","https://openalex.org/W2156928086"],"abstract_inverted_index":{"Visually":[0],"summarizing":[1],"web":[2,33,49,64,174],"pages":[3,34,65],"is":[4,35],"an":[5,11],"attractive":[6],"approach":[7,60,131],"that":[8,129,161],"provides":[9],"users":[10],"effective":[12],"and":[13,26,111,118,134,152],"friendly":[14],"interface":[15],"to":[16,61,102],"identify":[17],"desired":[18],"contents":[19],"at":[20],"a":[21,58,98,142],"first":[22,56],"glance":[23],"for":[24,38],"search":[25],"re-finding":[27],"tasks.":[28],"Using":[29],"dominant":[30,42,68,153],"images":[31,43,69,74,81,121,163],"in":[32,47],"generally":[36],"reliable":[37],"this":[39,53],"purpose.":[40],"However,":[41,78],"are":[44,82,168],"often":[45],"unavailable":[46],"many":[48],"pages.":[50,175],"To":[51,85],"solve":[52],"problem,":[54],"we":[55,95],"propose":[57,97],"new":[59],"summarize":[62],"those":[63],"without":[66],"any":[67],"by":[70,165],"retrieving":[71],"relevant":[72,79,149],"external":[73,80,112,150],"from":[75],"the":[76,87,104,123,162,171],"Internet.":[77],"sometimes":[83],"unreliable.":[84],"take":[86],"advantages":[88],"of":[89,93,109,120,173],"these":[90],"two":[91],"kinds":[92],"images,":[94],"further":[96],"clustering":[99],"based":[100],"algorithm":[101,115,167],"select":[103],"best":[105],"summarization":[106,172],"among":[107],"all":[108],"internal":[110],"images.":[113],"This":[114],"leverages":[116],"relevance":[117],"dominance":[119],"as":[122,170],"prior":[124],"information.":[125],"Experimental":[126],"results":[127],"show":[128],"our":[130,166],"achieves":[132],"0.098":[133],"0.082":[135],"NDCG":[136],"<sub":[137],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[138],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sub>":[139],"gain":[140],"on":[141],"human":[143],"labeled":[144],"data":[145],"set,":[146],"compared":[147],"with":[148],"image":[151],"image,":[154],"respectively.":[155],"Our":[156],"user":[157],"study":[158],"also":[159],"indicates":[160],"selected":[164],"useful":[169]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
