{"id":"https://openalex.org/W2970503789","doi":"https://doi.org/10.1145/3352411.3352418","title":"Understanding the Photo-shooting Patterns of Sightseeing","display_name":"Understanding the Photo-shooting Patterns of Sightseeing","publication_year":2019,"publication_date":"2019-07-19","ids":{"openalex":"https://openalex.org/W2970503789","doi":"https://doi.org/10.1145/3352411.3352418","mag":"2970503789"},"language":"en","primary_location":{"id":"doi:10.1145/3352411.3352418","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3352411.3352418","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 2nd International Conference on Data Science and Information Technology","raw_type":"proceedings-article"},"type":"conference-paper","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/A5083213551","display_name":"Xuefeng Liang","orcid":"https://orcid.org/0000-0002-1448-0477"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuefeng Liang","raw_affiliation_strings":["School of Artifical Intelligent, Xidian University, Xi'an, Shaanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artifical Intelligent, Xidian University, Xi'an, Shaanxi, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Song Tong","orcid":null},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]},{"id":"https://openalex.org/I39012071","display_name":"Kyoto College of Graduate Studies for Informatics","ror":"https://ror.org/05mzj8a56","country_code":"JP","type":"education","lineage":["https://openalex.org/I39012071"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Song Tong","raw_affiliation_strings":["Graduate School of Informatics, Kyoto University, Kyoto, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Informatics, Kyoto University, Kyoto, Japan","institution_ids":["https://openalex.org/I22299242","https://openalex.org/I39012071"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046467174","display_name":"Takatsune Kumada","orcid":"https://orcid.org/0000-0002-0198-0501"},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]},{"id":"https://openalex.org/I39012071","display_name":"Kyoto College of Graduate Studies for Informatics","ror":"https://ror.org/05mzj8a56","country_code":"JP","type":"education","lineage":["https://openalex.org/I39012071"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takatsune Kumada","raw_affiliation_strings":["Graduate School of Informatics, Kyoto University, Kyoto, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Informatics, Kyoto University, Kyoto, Japan","institution_ids":["https://openalex.org/I22299242","https://openalex.org/I39012071"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006306933","display_name":"Yuen Peng Loh","orcid":"https://orcid.org/0000-0002-6089-1154"},"institutions":[{"id":"https://openalex.org/I173029219","display_name":"Multimedia University","ror":"https://ror.org/04zrbnc33","country_code":"MY","type":"education","lineage":["https://openalex.org/I173029219"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Yuen Peng Loh","raw_affiliation_strings":["Multimedia University, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Multimedia University, Selangor, Malaysia","institution_ids":["https://openalex.org/I173029219"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"36","last_page":"41"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10055","display_name":"Diverse Aspects of Tourism Research","score":0.996999979019165,"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"}},"topics":[{"id":"https://openalex.org/T10055","display_name":"Diverse Aspects of Tourism Research","score":0.996999979019165,"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"}},{"id":"https://openalex.org/T11904","display_name":"Spatial Cognition and Navigation","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T10692","display_name":"Urban Green Space and Health","score":0.9692000150680542,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental 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":0.5223813652992249},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.5004425048828125},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.4806591272354126},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.47575920820236206},{"id":"https://openalex.org/keywords/tourism","display_name":"Tourism","score":0.4691646993160248},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4449988305568695},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.4190291166305542},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4063258767127991},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.28036999702453613},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.26859450340270996},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20125705003738403},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.19164115190505981},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.16706255078315735}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5223813652992249},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.5004425048828125},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.4806591272354126},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.47575920820236206},{"id":"https://openalex.org/C18918823","wikidata":"https://www.wikidata.org/wiki/Q49389","display_name":"Tourism","level":2,"score":0.4691646993160248},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4449988305568695},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.4190291166305542},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4063258767127991},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.28036999702453613},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.26859450340270996},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20125705003738403},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.19164115190505981},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16706255078315735},{"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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3352411.3352418","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3352411.3352418","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 2nd International Conference on Data Science and Information Technology","raw_type":"proceedings-article"},{"id":"pmh:oai:shdl.mmu.edu.my:8715","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196753","display_name":"Siti Hasmah Digital Library-MMU Institutiona Repository (Multimedia University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I173029219","host_organization_name":"Multimedia University","host_organization_lineage":["https://openalex.org/I173029219"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Conference or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W138260312","https://openalex.org/W1525292367","https://openalex.org/W2020609219","https://openalex.org/W2033277454","https://openalex.org/W2046780654","https://openalex.org/W2060024669","https://openalex.org/W2090242685","https://openalex.org/W2093672773","https://openalex.org/W2125750403","https://openalex.org/W2136266164","https://openalex.org/W2149933564","https://openalex.org/W2158532959","https://openalex.org/W2167424492","https://openalex.org/W2507428817","https://openalex.org/W2530839489","https://openalex.org/W2618530766","https://openalex.org/W2770820547","https://openalex.org/W2939646513","https://openalex.org/W2963941318","https://openalex.org/W2964213180","https://openalex.org/W4301409532"],"related_works":["https://openalex.org/W4241523039","https://openalex.org/W2360028903","https://openalex.org/W4280543773","https://openalex.org/W178231042","https://openalex.org/W2366083136","https://openalex.org/W2387622493","https://openalex.org/W1932132538","https://openalex.org/W2357832196","https://openalex.org/W1566252468","https://openalex.org/W2964954556"],"abstract_inverted_index":{"In":[0,120],"this":[1,26],"paper,":[2],"we":[3,28,122],"investigate":[4],"whether":[5],"photographers'":[6,128],"preference":[7],"in":[8,109],"shooting":[9,57,129],"patterns":[10,58,77,130],"could":[11,147],"be":[12],"a":[13,22,64,79,139],"reliable":[14],"index":[15],"to":[16,52,93,106,131],"represent":[17],"the":[18,54,73,98,107,116,124,143],"sightseeing":[19,85],"value":[20],"of":[21,75,118,127,136],"travel":[23],"spot.":[24],"To":[25],"end,":[27],"collected":[29],"30k":[30],"geotagged":[31],"images":[32],"from":[33,63,149],"30":[34],"scenic":[35],"spots":[36],"over":[37],"4":[38],"continents.":[39],"First,":[40],"an":[41],"effective":[42],"framework":[43],"based":[44],"on":[45],"convolution":[46],"neural":[47],"network":[48],"(CNN)":[49],"is":[50],"proposed":[51],"establish":[53],"photographer's":[55],"preferred":[56],"(wide-":[59],"or":[60],"narrow-angle)":[61],"inferred":[62],"single":[65],"photo.":[66],"Subsequently,":[67],"our":[68,150],"statistical":[69],"results":[70,88],"reveal":[71],"that":[72,90,146],"ratio":[74],"photo-shooting":[76],"at":[78,97],"spot":[80,99,140],"strongly":[81],"correlates":[82],"with":[83,100],"its":[84],"value.":[86],"The":[87],"suggest":[89],"photographers":[91],"prefer":[92],"take":[94],"wide-angle":[95],"photos":[96],"high":[101],"value,":[102],"which":[103],"also":[104],"accords":[105],"notion":[108],"positive":[110],"psychology":[111],"-":[112],"\"positive":[113],"emotions":[114],"broaden":[115],"scope":[117],"attention\".":[119],"addition,":[121],"mapped":[123],"spatial":[125],"distribution":[126],"find":[132],"out":[133],"common":[134],"regions":[135],"interests":[137],"within":[138],"and":[141],"discuss":[142],"potential":[144],"applications":[145],"arise":[148],"study.":[151]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
