{"id":"https://openalex.org/W2742721789","doi":"https://doi.org/10.1145/3106426.3106545","title":"Conjoint utilization of structured and unstructured information for planning interleaving deliberation in supply chains","display_name":"Conjoint utilization of structured and unstructured information for planning interleaving deliberation in supply chains","publication_year":2017,"publication_date":"2017-08-10","ids":{"openalex":"https://openalex.org/W2742721789","doi":"https://doi.org/10.1145/3106426.3106545","mag":"2742721789"},"language":"en","primary_location":{"id":"doi:10.1145/3106426.3106545","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3106426.3106545","pdf_url":null,"source":{"id":"https://openalex.org/S4306524158","display_name":"Proceedings of the International Conference on Web Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Web Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research-repository.griffith.edu.au/bitstreams/1f419db4-e2b6-4e4e-91a5-18724ba992a8/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034645046","display_name":"Naeem Khalid Janjua","orcid":"https://orcid.org/0000-0003-0483-8196"},"institutions":[{"id":"https://openalex.org/I12079687","display_name":"Edith Cowan University","ror":"https://ror.org/05jhnwe22","country_code":"AU","type":"education","lineage":["https://openalex.org/I12079687"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Naeem Khalid Janjua","raw_affiliation_strings":["Edith Cowan University"],"affiliations":[{"raw_affiliation_string":"Edith Cowan University","institution_ids":["https://openalex.org/I12079687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048583478","display_name":"Omar Khadeer Hussain","orcid":"https://orcid.org/0000-0002-5738-6560"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Omar Khadeer Hussain","raw_affiliation_strings":["University of New South Wales, Canberra"],"affiliations":[{"raw_affiliation_string":"University of New South Wales, Canberra","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031465905","display_name":"Elizabeth Chang","orcid":"https://orcid.org/0000-0002-4439-1854"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Elizabeth Chang","raw_affiliation_strings":["University of New South Wales, Canberra"],"affiliations":[{"raw_affiliation_string":"University of New South Wales, Canberra","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034900636","display_name":"Syed Mohammed Shamsul Islam","orcid":"https://orcid.org/0000-0002-3200-2903"},"institutions":[{"id":"https://openalex.org/I12079687","display_name":"Edith Cowan University","ror":"https://ror.org/05jhnwe22","country_code":"AU","type":"education","lineage":["https://openalex.org/I12079687"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Syed Mohammed Shamsul Islam","raw_affiliation_strings":["Edith Cowan University"],"affiliations":[{"raw_affiliation_string":"Edith Cowan University","institution_ids":["https://openalex.org/I12079687"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5034645046"],"corresponding_institution_ids":["https://openalex.org/I12079687"],"apc_list":null,"apc_paid":null,"fwci":0.4447,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.57679181,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"411","last_page":"418"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11912","display_name":"Outsourcing and Supply Chain Management","score":0.9866999983787537,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.983299970626831,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/planner","display_name":"Planner","score":0.7638395428657532},{"id":"https://openalex.org/keywords/interleaving","display_name":"Interleaving","score":0.7558724880218506},{"id":"https://openalex.org/keywords/deliberation","display_name":"Deliberation","score":0.7061083316802979},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7010596990585327},{"id":"https://openalex.org/keywords/business-system-planning","display_name":"Business system planning","score":0.5695101618766785},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.5267186760902405},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.5145165920257568},{"id":"https://openalex.org/keywords/business-rule","display_name":"Business rule","score":0.5142633318901062},{"id":"https://openalex.org/keywords/sales-and-operations-planning","display_name":"Sales and operations planning","score":0.44385629892349243},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.4357057213783264},{"id":"https://openalex.org/keywords/semantic-reasoner","display_name":"Semantic reasoner","score":0.4294835925102234},{"id":"https://openalex.org/keywords/business-plan","display_name":"Business plan","score":0.4115951359272003},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3743259906768799},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.22333070635795593},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1731753945350647},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12589916586875916},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.09647735953330994}],"concepts":[{"id":"https://openalex.org/C2776999362","wikidata":"https://www.wikidata.org/wiki/Q2349274","display_name":"Planner","level":2,"score":0.7638395428657532},{"id":"https://openalex.org/C28034677","wikidata":"https://www.wikidata.org/wiki/Q17092530","display_name":"Interleaving","level":2,"score":0.7558724880218506},{"id":"https://openalex.org/C2776946740","wikidata":"https://www.wikidata.org/wiki/Q358652","display_name":"Deliberation","level":3,"score":0.7061083316802979},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7010596990585327},{"id":"https://openalex.org/C18465707","wikidata":"https://www.wikidata.org/wiki/Q5001797","display_name":"Business system planning","level":2,"score":0.5695101618766785},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.5267186760902405},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.5145165920257568},{"id":"https://openalex.org/C11066294","wikidata":"https://www.wikidata.org/wiki/Q1518244","display_name":"Business rule","level":4,"score":0.5142633318901062},{"id":"https://openalex.org/C167017271","wikidata":"https://www.wikidata.org/wiki/Q7404313","display_name":"Sales and operations planning","level":3,"score":0.44385629892349243},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.4357057213783264},{"id":"https://openalex.org/C9616225","wikidata":"https://www.wikidata.org/wiki/Q3929429","display_name":"Semantic reasoner","level":2,"score":0.4294835925102234},{"id":"https://openalex.org/C2778320157","wikidata":"https://www.wikidata.org/wiki/Q208034","display_name":"Business plan","level":2,"score":0.4115951359272003},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3743259906768799},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.22333070635795593},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1731753945350647},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12589916586875916},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.09647735953330994},{"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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"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":3,"locations":[{"id":"doi:10.1145/3106426.3106545","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3106426.3106545","pdf_url":null,"source":{"id":"https://openalex.org/S4306524158","display_name":"Proceedings of the International Conference on Web Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Web Intelligence","raw_type":"proceedings-article"},{"id":"pmh:oai:research-repository.griffith.edu.au:10072/424066","is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/424066","pdf_url":"https://research-repository.griffith.edu.au/bitstreams/1f419db4-e2b6-4e4e-91a5-18724ba992a8/download","source":{"id":"https://openalex.org/S4306402548","display_name":"Griffith Research Online (Griffith University, Queensland, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11701301","host_organization_name":"Griffith University","host_organization_lineage":["https://openalex.org/I11701301"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference output"},{"id":"pmh:oai:ro.ecu.edu.au:ecuworkspost2013-4668","is_oa":true,"landing_page_url":"https://ro.ecu.edu.au/ecuworkspost2013/3661","pdf_url":null,"source":{"id":"https://openalex.org/S2765015692","display_name":"Australasian Journal of Paramedicine","issn_l":"2202-7270","issn":["2202-7270"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Research outputs 2014 to 2021","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:research-repository.griffith.edu.au:10072/424066","is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/424066","pdf_url":"https://research-repository.griffith.edu.au/bitstreams/1f419db4-e2b6-4e4e-91a5-18724ba992a8/download","source":{"id":"https://openalex.org/S4306402548","display_name":"Griffith Research Online (Griffith University, Queensland, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11701301","host_organization_name":"Griffith University","host_organization_lineage":["https://openalex.org/I11701301"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference output"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2742721789.pdf","grobid_xml":"https://content.openalex.org/works/W2742721789.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W2400996","https://openalex.org/W46611412","https://openalex.org/W1504785701","https://openalex.org/W1537435730","https://openalex.org/W1562619721","https://openalex.org/W1568493183","https://openalex.org/W1569094707","https://openalex.org/W1569903868","https://openalex.org/W1910968204","https://openalex.org/W1977208552","https://openalex.org/W1982647638","https://openalex.org/W2001680357","https://openalex.org/W2017130003","https://openalex.org/W2054052426","https://openalex.org/W2055686888","https://openalex.org/W2085097457","https://openalex.org/W2096797897","https://openalex.org/W2098243473","https://openalex.org/W2111745112","https://openalex.org/W2113222723","https://openalex.org/W2123264814","https://openalex.org/W2124687760","https://openalex.org/W2141509767","https://openalex.org/W2142489281","https://openalex.org/W2162382679","https://openalex.org/W2197288142","https://openalex.org/W2276886022","https://openalex.org/W2284135637","https://openalex.org/W2294261235","https://openalex.org/W2338636679","https://openalex.org/W2528747119","https://openalex.org/W2548527734","https://openalex.org/W2553489396"],"related_works":["https://openalex.org/W2317732477","https://openalex.org/W1546119734","https://openalex.org/W1188151838","https://openalex.org/W618145325","https://openalex.org/W1521308645","https://openalex.org/W1812481385","https://openalex.org/W2353070681","https://openalex.org/W2007197133","https://openalex.org/W3138391110","https://openalex.org/W3017313635"],"abstract_inverted_index":{"Effective":[0],"business":[1,17,23,29,36,78,84,105],"planning":[2,30,69,95,112,157],"requires":[3],"seamless":[4],"access":[5],"and":[6,42,48,74,82,90,145,164],"intelligent":[7],"analysis":[8],"of":[9,100],"information":[10,56,92],"in":[11,58,133,152],"its":[12,125],"totality":[13],"to":[14,19,50,80,121,140],"allow":[15],"the":[16,115,134,146,150,153],"planner":[18,106],"gain":[20],"enhanced":[21],"critical":[22],"insights":[24,33],"for":[25,124],"decision":[26,144,151],"support.":[27],"Current":[28],"tools":[31],"provide":[32],"from":[34],"structured":[35,88],"data":[37,89],"(i.e.":[38],"sales":[39],"forecasts,":[40],"customers":[41],"products":[43],"data,":[44],"inventory":[45],"details)":[46],"only":[47],"fail":[49],"take":[51],"into":[52],"account":[53],"unstructured":[54,91],"complementary":[55],"residing":[57],"contracts,":[59],"reports,":[60],"user's":[61],"comments,":[62],"emails":[63],"etc.":[64],"In":[65],"this":[66],"article,":[67],"a":[68,104,108,143,168],"support":[70],"system":[71,96,158],"is":[72,118,159,165],"designed":[73],"developed":[75],"that":[76,148],"empower":[77],"planners":[79,139],"develop":[81],"revise":[83],"plans":[85],"utilizing":[86],"both":[87,142],"conjointly.":[93],"This":[94],"activity":[97,132],"model":[98],"comprises":[99],"two":[101],"steps.":[102],"Firstly,":[103],"develops":[107],"candidate":[109,116,154],"plan":[110,117],"using":[111,161],"template.":[113],"Secondly,":[114],"put":[119],"forward":[120],"collaborating":[122,138],"partners":[123],"revision":[126],"interleaving":[127,130],"deliberation.":[128],"Planning":[129],"deliberation":[131],"proposed":[135],"framework":[136],"enables":[137],"challenge":[141],"thinking":[147],"underpins":[149],"plan.":[155],"The":[156],"modeled":[160],"situation":[162],"calculus":[163],"validated":[166],"through":[167],"prototype":[169],"development.":[170]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}