{"id":"https://openalex.org/W56098200","doi":"https://doi.org/10.1007/978-3-319-02958-0_29","title":"Understanding Big Picture and Its Challenges: Experts and Decision Makers Perspectives","display_name":"Understanding Big Picture and Its Challenges: Experts and Decision Makers Perspectives","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W56098200","doi":"https://doi.org/10.1007/978-3-319-02958-0_29","mag":"56098200"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-02958-0_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-02958-0_29","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5083411574","display_name":"Suraya Yaacob","orcid":"https://orcid.org/0000-0002-2460-6651"},"institutions":[{"id":"https://openalex.org/I4210140655","display_name":"Jabatan Perkhidmatan Awam Malaysia","ror":"https://ror.org/04kpqhb39","country_code":"MY","type":"government","lineage":["https://openalex.org/I4210140655"]},{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Suraya Ya\u2019acob","raw_affiliation_strings":["Public Service Department of Malaysia, Universiti Kebangsaan Malaysia, 43600, Bangi, Selangor, Malaysia"],"affiliations":[{"raw_affiliation_string":"Public Service Department of Malaysia, Universiti Kebangsaan Malaysia, 43600, Bangi, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172","https://openalex.org/I4210140655"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004858884","display_name":"Nazlena Mohamad Ali","orcid":"https://orcid.org/0000-0002-2267-8328"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Nazlena Mohamad Ali","raw_affiliation_strings":["Institut of Visual Informatics, Universiti Kebangsaan Malaysia, 43600, Bangi, Selangor, Malaysia"],"affiliations":[{"raw_affiliation_string":"Institut of Visual Informatics, Universiti Kebangsaan Malaysia, 43600, Bangi, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072815145","display_name":"Nafarizal Nayan","orcid":"https://orcid.org/0000-0002-9962-5283"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Norshita Mat Nayan","raw_affiliation_strings":["Institut of Visual Informatics, Universiti Kebangsaan Malaysia, 43600, Bangi, Selangor, Malaysia"],"affiliations":[{"raw_affiliation_string":"Institut of Visual Informatics, Universiti Kebangsaan Malaysia, 43600, Bangi, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5083411574"],"corresponding_institution_ids":["https://openalex.org/I4210140655","https://openalex.org/I885383172"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.4405,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.52343632,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"311","last_page":"322"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.994700014591217,"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":0.994700014591217,"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/T11516","display_name":"Visual and Cognitive Learning Processes","score":0.9866999983787537,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10672","display_name":"Design Education and Practice","score":0.9764000177383423,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7702134251594543},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7588106393814087},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6034691333770752},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.59682697057724},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.593216061592102},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5799199938774109},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5329559445381165},{"id":"https://openalex.org/keywords/interpretation","display_name":"Interpretation (philosophy)","score":0.41687408089637756},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.36146360635757446},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3404436707496643},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24129623174667358},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.12684029340744019},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09420844912528992}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7702134251594543},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7588106393814087},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6034691333770752},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.59682697057724},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.593216061592102},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5799199938774109},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5329559445381165},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.41687408089637756},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.36146360635757446},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3404436707496643},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24129623174667358},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.12684029340744019},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09420844912528992},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-02958-0_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-02958-0_29","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W43293117","https://openalex.org/W574822315","https://openalex.org/W1482762168","https://openalex.org/W1516293359","https://openalex.org/W1600206371","https://openalex.org/W1947181066","https://openalex.org/W1984314602","https://openalex.org/W2003025550","https://openalex.org/W2081211779","https://openalex.org/W2091041273","https://openalex.org/W2108285158","https://openalex.org/W2109759476","https://openalex.org/W2116097744","https://openalex.org/W2117622256","https://openalex.org/W2129815685","https://openalex.org/W2131057562","https://openalex.org/W2133176348","https://openalex.org/W2142282341","https://openalex.org/W2162737068","https://openalex.org/W2164999120","https://openalex.org/W2475705026","https://openalex.org/W2512094419","https://openalex.org/W4298170516"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W4394895745","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2910064364","https://openalex.org/W4200136508","https://openalex.org/W2499527417"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}