Get quick answers to your questions about the article from our AI researcher chatbot
{'id': 'https://openalex.org/W2912472751', 'doi': 'https://doi.org/10.1108/jm2-08-2017-0081', 'title': 'Investigating the impact of inventory inaccuracy on the bullwhip effect in RFID-enabled supply chains using colored petri nets', 'display_name': 'Investigating the impact of inventory inaccuracy on the bullwhip effect in RFID-enabled supply chains using colored petri nets', 'publication_year': 2019, 'publication_date': '2019-02-11', 'ids': {'openalex': 'https://openalex.org/W2912472751', 'doi': 'https://doi.org/10.1108/jm2-08-2017-0081', 'mag': '2912472751'}, 'language': 'en', 'primary_location': {'is_oa': False, 'landing_page_url': 'https://doi.org/10.1108/jm2-08-2017-0081', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S15925821', 'display_name': 'Journal of Modelling in Management', 'issn_l': '1746-5664', 'issn': ['1746-5664', '1746-5672'], 'is_oa': False, 'is_in_doaj': False, 'is_core': True, 'host_organization': 'https://openalex.org/P4310319811', 'host_organization_name': 'Emerald Publishing Limited', 'host_organization_lineage': ['https://openalex.org/P4310319811'], 'host_organization_lineage_names': ['Emerald Publishing Limited'], 'type': 'journal'}, 'license': None, 'license_id': None, 'version': None, 'is_accepted': False, 'is_published': False}, 'type': 'article', 'type_crossref': 'journal-article', 'indexed_in': ['crossref'], 'open_access': {'is_oa': False, 'oa_status': 'closed', 'oa_url': None, 'any_repository_has_fulltext': False}, 'authorships': [{'author_position': 'first', 'author': {'id': 'https://openalex.org/A5073362302', 'display_name': 'Maria Drakaki', 'orcid': 'https://orcid.org/0000-0001-9322-7324'}, 'institutions': [{'id': 'https://openalex.org/I77990126', 'display_name': 'Alexander Technological Educational Institute of Thessaloniki', 'ror': 'https://ror.org/04h36ea57', 'country_code': 'GR', 'type': 'education', 'lineage': ['https://openalex.org/I77990126']}], 'countries': ['GR'], 'is_corresponding': False, 'raw_author_name': 'Maria Drakaki', 'raw_affiliation_strings': ['Department of Automation Engineering, Alexander Technological Educational Institute of Thessaloniki, Thessaloniki, Greece'], 'affiliations': [{'raw_affiliation_string': 'Department of Automation Engineering, Alexander Technological Educational Institute of Thessaloniki, Thessaloniki, Greece', 'institution_ids': ['https://openalex.org/I77990126']}]}, {'author_position': 'last', 'author': {'id': 'https://openalex.org/A5061591792', 'display_name': 'Panagiotis Tzionas', 'orcid': 'https://orcid.org/0000-0001-5204-218X'}, 'institutions': [{'id': 'https://openalex.org/I77990126', 'display_name': 'Alexander Technological Educational Institute of Thessaloniki', 'ror': 'https://ror.org/04h36ea57', 'country_code': 'GR', 'type': 'education', 'lineage': ['https://openalex.org/I77990126']}], 'countries': ['GR'], 'is_corresponding': False, 'raw_author_name': 'Panagiotis Tzionas', 'raw_affiliation_strings': ['Department of Automation Engineering, Alexander Technological Educational Institute of Thessaloniki, Thessaloniki, Greece'], 'affiliations': [{'raw_affiliation_string': 'Department of Automation Engineering, Alexander Technological Educational Institute of Thessaloniki, Thessaloniki, Greece', 'institution_ids': ['https://openalex.org/I77990126']}]}], 'institution_assertions': [], 'countries_distinct_count': 1, 'institutions_distinct_count': 1, 'corresponding_author_ids': [], 'corresponding_institution_ids': [], 'apc_list': None, 'apc_paid': None, 'fwci': 3.676, 'has_fulltext': True, 'fulltext_origin': 'ngrams', 'cited_by_count': 19, 'citation_normalized_percentile': {'value': 0.999916, 'is_in_top_1_percent': True, 'is_in_top_10_percent': True}, 'cited_by_percentile_year': {'min': 91, 'max': 92}, 'biblio': {'volume': '14', 'issue': '2', 'first_page': '360', 'last_page': '384'}, 'is_retracted': False, 'is_paratext': False, 'primary_topic': {'id': 'https://openalex.org/T10328', 'display_name': 'Supply Chain and Inventory Management', 'score': 0.9996, '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/T10328', 'display_name': 'Supply Chain and Inventory Management', 'score': 0.9996, '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/T10986', 'display_name': 'RFID technology advancements', 'score': 0.9875, 'subfield': {'id': 'https://openalex.org/subfields/2214', 'display_name': 'Media Technology'}, '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/T10539', 'display_name': 'Sustainable Supply Chain Management', 'score': 0.98, 'subfield': {'id': 'https://openalex.org/subfields/1408', 'display_name': 'Strategy and Management'}, '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/bullwhip-effect', 'display_name': 'Bullwhip effect', 'score': 0.95830965}, {'id': 'https://openalex.org/keywords/information-sharing', 'display_name': 'Information Sharing', 'score': 0.6035467}, {'id': 'https://openalex.org/keywords/lead-time', 'display_name': 'Lead time', 'score': 0.43718326}], 'concepts': [{'id': 'https://openalex.org/C178595485', 'wikidata': 'https://www.wikidata.org/wiki/Q1343909', 'display_name': 'Bullwhip effect', 'level': 4, 'score': 0.95830965}, {'id': 'https://openalex.org/C108713360', 'wikidata': 'https://www.wikidata.org/wiki/Q1824206', 'display_name': 'Supply chain', 'level': 2, 'score': 0.8352698}, {'id': 'https://openalex.org/C41008148', 'wikidata': 'https://www.wikidata.org/wiki/Q21198', 'display_name': 'Computer science', 'level': 0, 'score': 0.6110409}, {'id': 'https://openalex.org/C2776854237', 'wikidata': 'https://www.wikidata.org/wiki/Q6031064', 'display_name': 'Information sharing', 'level': 2, 'score': 0.6035467}, {'id': 'https://openalex.org/C2779343474', 'wikidata': 'https://www.wikidata.org/wiki/Q3109175', 'display_name': 'Context (archaeology)', 'level': 2, 'score': 0.5920798}, {'id': 'https://openalex.org/C44104985', 'wikidata': 'https://www.wikidata.org/wiki/Q492886', 'display_name': 'Supply chain management', 'level': 3, 'score': 0.5598123}, {'id': 'https://openalex.org/C2781468064', 'wikidata': 'https://www.wikidata.org/wiki/Q1267117', 'display_name': 'Lead time', 'level': 2, 'score': 0.43718326}, {'id': 'https://openalex.org/C3018434026', 'wikidata': 'https://www.wikidata.org/wiki/Q3761396', 'display_name': 'Inventory management', 'level': 2, 'score': 0.4186254}, {'id': 'https://openalex.org/C117938511', 'wikidata': 'https://www.wikidata.org/wiki/Q3634830', 'display_name': 'Inventory control', 'level': 2, 'score': 0.41169262}, {'id': 'https://openalex.org/C42475967', 'wikidata': 'https://www.wikidata.org/wiki/Q194292', 'display_name': 'Operations research', 'level': 1, 'score': 0.3724689}, {'id': 'https://openalex.org/C21547014', 'wikidata': 'https://www.wikidata.org/wiki/Q1423657', 'display_name': 'Operations management', 'level': 1, 'score': 0.25214463}, {'id': 'https://openalex.org/C144133560', 'wikidata': 'https://www.wikidata.org/wiki/Q4830453', 'display_name': 'Business', 'level': 0, 'score': 0.24927747}, {'id': 'https://openalex.org/C162853370', 'wikidata': 'https://www.wikidata.org/wiki/Q39809', 'display_name': 'Marketing', 'level': 1, 'score': 0.11883098}, {'id': 'https://openalex.org/C162324750', 'wikidata': 'https://www.wikidata.org/wiki/Q8134', 'display_name': 'Economics', 'level': 0, 'score': 0.11267403}, {'id': 'https://openalex.org/C33923547', 'wikidata': 'https://www.wikidata.org/wiki/Q395', 'display_name': 'Mathematics', 'level': 0, 'score': 0.093007594}, {'id': 'https://openalex.org/C151730666', 'wikidata': 'https://www.wikidata.org/wiki/Q7205', 'display_name': 'Paleontology', 'level': 1, 'score': 0.0}, {'id': 'https://openalex.org/C136764020', 'wikidata': 'https://www.wikidata.org/wiki/Q466', 'display_name': 'World Wide Web', 'level': 1, 'score': 0.0}, {'id': 'https://openalex.org/C86803240', 'wikidata': 'https://www.wikidata.org/wiki/Q420', 'display_name': 'Biology', 'level': 0, 'score': 0.0}], 'mesh': [], 'locations_count': 1, 'locations': [{'is_oa': False, 'landing_page_url': 'https://doi.org/10.1108/jm2-08-2017-0081', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S15925821', 'display_name': 'Journal of Modelling in Management', 'issn_l': '1746-5664', 'issn': ['1746-5664', '1746-5672'], 'is_oa': False, 'is_in_doaj': False, 'is_core': True, 'host_organization': 'https://openalex.org/P4310319811', 'host_organization_name': 'Emerald Publishing Limited', 'host_organization_lineage': ['https://openalex.org/P4310319811'], 'host_organization_lineage_names': ['Emerald Publishing Limited'], 'type': 'journal'}, 'license': None, 'license_id': None, 'version': None, 'is_accepted': False, 'is_published': False}], 'best_oa_location': None, 'sustainable_development_goals': [{'score': 0.47, 'id': 'https://metadata.un.org/sdg/9', 'display_name': 'Industry, innovation and infrastructure'}], 'grants': [], 'datasets': [], 'versions': [], 'referenced_works_count': 74, 'referenced_works': ['https://openalex.org/W1568573127', 'https://openalex.org/W1599919350', 'https://openalex.org/W1856547575', 'https://openalex.org/W1966002119', 'https://openalex.org/W1968334972', 'https://openalex.org/W1972545651', 'https://openalex.org/W1979167727', 'https://openalex.org/W1979324613', 'https://openalex.org/W1979916414', 'https://openalex.org/W1982500395', 'https://openalex.org/W1982660193', 'https://openalex.org/W1982715397', 'https://openalex.org/W1985820281', 'https://openalex.org/W1986467947', 'https://openalex.org/W1995334908', 'https://openalex.org/W1998169531', 'https://openalex.org/W1998228049', 'https://openalex.org/W2000685045', 'https://openalex.org/W2011923278', 'https://openalex.org/W2014322004', 'https://openalex.org/W2015198215', 'https://openalex.org/W2017890988', 'https://openalex.org/W2019763662', 'https://openalex.org/W2028952828', 'https://openalex.org/W2030519332', 'https://openalex.org/W2030731514', 'https://openalex.org/W2033387603', 'https://openalex.org/W2034987010', 'https://openalex.org/W2037411397', 'https://openalex.org/W2044010408', 'https://openalex.org/W2044536314', 'https://openalex.org/W2044676049', 'https://openalex.org/W2050306841', 'https://openalex.org/W2056213507', 'https://openalex.org/W2056731742', 'https://openalex.org/W2056801379', 'https://openalex.org/W2058634415', 'https://openalex.org/W2059625062', 'https://openalex.org/W2066256652', 'https://openalex.org/W2078156085', 'https://openalex.org/W2081186650', 'https://openalex.org/W2084638795', 'https://openalex.org/W2087004741', 'https://openalex.org/W2088505755', 'https://openalex.org/W2092616515', 'https://openalex.org/W2092888236', 'https://openalex.org/W2094169894', 'https://openalex.org/W2094569884', 'https://openalex.org/W2104921189', 'https://openalex.org/W2104925392', 'https://openalex.org/W2105565230', 'https://openalex.org/W2107694725', 'https://openalex.org/W2115375017', 'https://openalex.org/W2117597783', 'https://openalex.org/W2123594576', 'https://openalex.org/W2129653077', 'https://openalex.org/W2138209985', 'https://openalex.org/W2139127542', 'https://openalex.org/W2141911718', 'https://openalex.org/W2142340571', 'https://openalex.org/W2149028085', 'https://openalex.org/W2151023490', 'https://openalex.org/W2169210676', 'https://openalex.org/W2177895527', 'https://openalex.org/W2241037237', 'https://openalex.org/W2273016395', 'https://openalex.org/W2491811284', 'https://openalex.org/W2585648289', 'https://openalex.org/W2754877705', 'https://openalex.org/W2778539842', 'https://openalex.org/W3121275126', 'https://openalex.org/W3121768108', 'https://openalex.org/W3124919504', 'https://openalex.org/W3125163041'], 'related_works': ['https://openalex.org/W3122278156', 'https://openalex.org/W2998154754', 'https://openalex.org/W2808719431', 'https://openalex.org/W2596958689', 'https://openalex.org/W2392919332', 'https://openalex.org/W2184879781', 'https://openalex.org/W2148450855', 'https://openalex.org/W1979916414', 'https://openalex.org/W1741658457', 'https://openalex.org/W1475661507'], 'abstract_inverted_index': {'Purpose': [0], 'Information': [1, 161], 'distortion': [2], 'results': [3, 119], 'in': [4, 8, 21, 50, 57, 88, 104, 135, 165], 'demand': [5, 167], 'variance': [6], 'amplification': [7], 'upstream': [9], 'supply': [10, 54, 62, 91, 139, 148, 211, 231], 'chain': [11, 63, 149, 212], 'members,': [12], 'known': [13], 'as': [14], 'the': [15, 22, 30, 33, 41, 47, 67, 105, 113, 122, 154, 180, 201, 215, 225], 'bullwhip': [16, 31, 48, 123, 131], 'effect,': [17, 32], 'and': [18, 100, 107, 168, 186], 'inventory': [19, 23, 26, 44, 86, 95, 143, 157, 169, 202, 218], 'inaccuracy': [20, 27, 45, 96], 'records.': [24], 'As': [25], 'contributes': [28], 'to': [29, 39, 60, 84, 94, 142, 153, 209], 'purpose': [34], 'of': [35, 43, 66, 109, 112, 156, 183, 200, 217, 228], 'this': [36, 58], 'paper': [37], 'is': [38, 82, 115, 133, 150, 173, 205, 233], 'investigate': [40], 'impact': [42, 155, 223], 'on': [46, 76, 221, 224], 'effect': [49, 124, 132], 'radio-frequency': [51], 'identification': [52], '(RFID)-enabled': [53], 'chains': [55, 92, 140, 232], 'and,': [56], 'context,': [59], 'evaluate': [61], 'performance': [64], 'because': [65], 'RFID': [68, 172, 184, 222], 'technology.': [69], 'Design/methodology/approach': [70], 'A': [71], 'simulation': [72, 198], 'modeling': [73, 199], 'method': [74, 114], 'based': [75], 'hierarchical': [77], 'timed': [78], 'colored': [79], 'petri': [80, 196], 'nets': [81, 197], 'presented': [83], 'model': [85], 'management': [87, 203], 'multi-stage': [89, 137, 229], 'serial': [90, 138, 230], 'subject': [93, 141], 'for': [97, 121], 'various': [98], 'traditional': [99], 'information': [101, 146, 220], 'sharing': [102, 147, 162], 'configurations': [103], 'presence': [106], 'absence': [108], 'RFID.': [110], 'Validation': [111], 'done': [116], 'by': [117, 175], 'comparing': [118], 'obtained': [120], 'with': [125], 'published': [126], 'literature': [127], 'results.': [128], 'Findings': [129], 'The': [130, 145], 'increased': [134], 'RFID-enabled': [136], 'inaccuracy.': [144, 158], 'more': [151], 'sensitive': [152], 'Research': [159], 'limitations/implications': [160], 'involves': [163], 'collaboration': [164, 189], 'market': [166], 'inaccuracy,': [170], 'whereas': [171], 'implemented': [174], 'all': [176], 'echelons.': [177], 'To': [178], 'obtain': [179], 'full': [181], 'benefits': [182], 'adoption': [185], 'collaboration,': [187], 'different': [188], 'strategies': [190], 'should': [191], 'be': [192], 'investigated.': [193], 'Originality/value': [194], 'Colored': [195], 'process': [204], 'a': [206], 'novel': [207], 'approach': [208], 'study': [210], 'dynamics.': [213], 'In': [214], 'context': [216], 'errors,': [219], 'dynamic': [226], 'behavior': [227], 'provided.': [234]}, 'cited_by_api_url': 'https://api.openalex.org/works?filter=cites:W2912472751', 'counts_by_year': [{'year': 2024, 'cited_by_count': 2}, {'year': 2023, 'cited_by_count': 4}, {'year': 2022, 'cited_by_count': 3}, {'year': 2021, 'cited_by_count': 6}, {'year': 2020, 'cited_by_count': 3}, {'year': 2019, 'cited_by_count': 1}], 'updated_date': '2025-01-07T10:49:34.824822', 'created_date': '2019-02-21'}