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Journal Articles

Integrating Graph Retrieval-Augmented Generation With Large Language Models for Supplier Discovery

Yunqing Li, Hyunwoong Ko, Farhad Ameri
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2025, 25(2): 021010.
Paper No: JCISE-24-1217
https://doi.org/10.1115/1.4067389
Published Online: January 10, 2025
View Article titled, Integrating Graph Retrieval-Augmented Generation With Large Language Models for Supplier Discovery
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Topics: Construction, Large language models, Manufacturing, Ontologies, Retrieval-augmented generation, Supply chains
Proceedings Papers

Agri-Food Supply Chain Traceability Supported by a Formal Ontology: A Grain Elevator to Processor Use Case

Farhad Ameri, Evan Wallace, Reid Yoder, Frank Riddick
Proc. ASME. IDETC-CIE2023, Volume 2: 43rd Computers and Information in Engineering Conference (CIE), V002T02A051, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-108860
https://doi.org/10.1115/DETC2023-108860
View Paper titled, Agri-Food Supply Chain Traceability Supported by a Formal Ontology: A Grain Elevator to Processor Use Case
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Topics: Elevators, Food products, Ontologies, Supply chains
Journal Articles

A Text Analytics Framework for Supplier Capability Scoring Supported by Normalized Google Distance and Semantic Similarity Measurement Methods

Kimia Zandbiglari, Farhad Ameri, Mohammad Javadi
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2023, 23(5): 051011.
Paper No: JCISE-22-1254
https://doi.org/10.1115/1.4062173
Published Online: April 12, 2023
View Article titled, A Text Analytics Framework for Supplier Capability Scoring Supported by Normalized Google Distance and Semantic Similarity Measurement Methods
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Topics: Machining, Manufacturing, Semantics, Text analytics
Journal Articles

Enabling Traceability in Agri-Food Supply Chains Using an Ontological Approach

Farhad Ameri, Evan Wallace, Reid Yoder, Frank Riddick
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2022, 22(5): 051002.
Paper No: JCISE-21-1339
https://doi.org/10.1115/1.4054092
Published Online: March 25, 2022
View Article titled, Enabling Traceability in Agri-Food Supply Chains Using an Ontological Approach
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Topics: Food products, Ontologies, Supply chains
Proceedings Papers

Capability Language Processing (CLP): Classification and Ranking of Manufacturing Suppliers Based on Unstructured Capability Data

Kimia Zandbiglari, Farhad Ameri, Mohammad Javadi
Proc. ASME. IDETC-CIE2021, Volume 2: 41st Computers and Information in Engineering Conference (CIE), V002T02A065, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-71308
https://doi.org/10.1115/DETC2021-71308
View Paper titled, Capability Language Processing (CLP): Classification and Ranking of Manufacturing Suppliers Based on Unstructured Capability Data
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Topics: Manufacturing, Semantics, Text analytics, Modeling, Reliability
Proceedings Papers

Enabling Traceability in Agri-Food Supply Chains Using an Ontological Approach

Farhad Ameri, Evan Wallace, Reid Yoder
Proc. ASME. IDETC-CIE2020, Volume 9: 40th Computers and Information in Engineering Conference (CIE), V009T09A053, August 17–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22672
https://doi.org/10.1115/DETC2020-22672
View Paper titled, Enabling Traceability in Agri-Food Supply Chains Using an Ontological Approach
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Topics: Food products, Ontologies, Supply chains
Proceedings Papers

Where Do We Start? Guidance for Technology Implementation in Maintenance Management for Manufacturing

Michael P. Brundage, Thurston Sexton, Melinda Hodkiewicz, KC Morris, Jorge Arinez, Farhad Ameri, Jun Ni, Guoxian Xiao
Proc. ASME. MSEC2019, Volume 1: Additive Manufacturing; Manufacturing Equipment and Systems; Bio and Sustainable Manufacturing, V001T02A016, June 10–14, 2019
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2019-2921
https://doi.org/10.1115/MSEC2019-2921
View Paper titled, Where Do We Start? Guidance for Technology Implementation in Maintenance Management for Manufacturing
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Topics: Maintenance, Manufacturing, Errors, Human factors, Machinery
Proceedings Papers

Modeling a Supply Chain Reference Ontology Based on a Top-Level Ontology

Farhad Ameri, Boonserm Kulvatunyou
Proc. ASME. IDETC-CIE2019, Volume 1: 39th Computers and Information in Engineering Conference, V001T02A052, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-98278
https://doi.org/10.1115/DETC2019-98278
View Paper titled, Modeling a Supply Chain Reference Ontology Based on a Top-Level Ontology
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Topics: Manufacturing, Modeling, Ontologies, Supply chains
Journal Articles

A Framework Based on K-Means Clustering and Topic Modeling for Analyzing Unstructured Manufacturing Capability Data

Ramin Sabbagh, Farhad Ameri
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2020, 20(1): 011005.
Paper No: JCISE-19-1029
https://doi.org/10.1115/1.4044506
Published Online: September 10, 2019
View Article titled, A Framework Based on K-Means Clustering and Topic Modeling for Analyzing Unstructured Manufacturing Capability Data
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Topics: Manufacturing, Modeling, Machining, Text analytics, Machine learning
Journal Articles

Where Do We Start? Guidance for Technology Implementation in Maintenance Management for Manufacturing

Michael P. Brundage, Thurston Sexton, Melinda Hodkiewicz, KC Morris, Jorge Arinez, Farhad Ameri, Jun Ni, Guoxian Xiao
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. September 2019, 141(9): 091005.
Paper No: MANU-19-1268
https://doi.org/10.1115/1.4044105
Published Online: July 22, 2019
View Article titled, Where Do We Start? Guidance for Technology Implementation in Maintenance Management for Manufacturing
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Topics: Errors, Maintenance
Proceedings Papers

Supplier Clustering Based on Unstructured Manufacturing Capability Data

Ramin Sabbagh, Farhad Ameri
Proc. ASME. IDETC-CIE2018, Volume 1B: 38th Computers and Information in Engineering Conference, V01BT02A036, August 26–29, 2018
Publisher: American Society of Mechanical Engineers
Paper No: DETC2018-85865
https://doi.org/10.1115/DETC2018-85865
View Paper titled, Supplier Clustering Based on Unstructured Manufacturing Capability Data
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Topics: Manufacturing, Databases, Feature extraction, Machine learning, Modeling, Natural language processing
Journal Articles

Thesaurus-Guided Text Analytics Technique for Capability-Based Classification of Manufacturing Suppliers

Ramin Sabbagh, Farhad Ameri, Reid Yoder
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research-Article
J. Comput. Inf. Sci. Eng. September 2018, 18(3): 031009.
Paper No: JCISE-17-1217
https://doi.org/10.1115/1.4039553
Published Online: June 12, 2018
View Article titled, Thesaurus-Guided Text Analytics Technique for Capability-Based Classification of Manufacturing Suppliers
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Proceedings Papers

A Thesaurus-Guided Text Analytics Technique for Capability-Based Classification of Manufacturing Suppliers

Ramin Sabbagh, Farhad Ameri
Proc. ASME. IDETC-CIE2017, Volume 1: 37th Computers and Information in Engineering Conference, V001T02A075, August 6–9, 2017
Publisher: American Society of Mechanical Engineers
Paper No: DETC2017-67652
https://doi.org/10.1115/DETC2017-67652
View Paper titled, A Thesaurus-Guided Text Analytics Technique for Capability-Based Classification of Manufacturing Suppliers
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Topics: Manufacturing, Text analytics, Machining, Feature selection, Supply chains
Proceedings Papers

A Text Mining Technique for Manufacturing Supplier Classification

Peyman Yazdizadeh, Farhad Ameri
Proc. ASME. IDETC-CIE2015, Volume 1B: 35th Computers and Information in Engineering Conference, V01BT02A036, August 2–5, 2015
Publisher: American Society of Mechanical Engineers
Paper No: DETC2015-46694
https://doi.org/10.1115/DETC2015-46694
View Paper titled, A Text Mining Technique for Manufacturing Supplier Classification
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Topics: Manufacturing, Text analytics, Bayes methods, Casting, Computer numerical control machine tools, Computer programming languages, Machining
Proceedings Papers

Knowledge Management With an Intelligent Tool for Additive Manufacturing

Douglas Eddy, Sundar Krishnamurty, Ian Grosse, Maxwell Perham, Jack Wileden, Farhad Ameri
Proc. ASME. IDETC-CIE2015, Volume 1A: 35th Computers and Information in Engineering Conference, V01AT02A023, August 2–5, 2015
Publisher: American Society of Mechanical Engineers
Paper No: DETC2015-46615
https://doi.org/10.1115/DETC2015-46615
View Paper titled, Knowledge Management With an Intelligent Tool for Additive Manufacturing
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Topics: Additive manufacturing, Knowledge management, Production planning, ASTM International, Manufacturing, Reliability, Spur gears, Steel
Proceedings Papers

An Approach for Measuring Information Content of Textual Engineering Requirements Using a Form-Neutral Representation

Chiradeep Sen, Alolika Mukhopadhyay, John Fields, Farhad Ameri
Proc. ASME. IDETC-CIE2014, Volume 1B: 34th Computers and Information in Engineering Conference, V01BT02A006, August 17–20, 2014
Publisher: American Society of Mechanical Engineers
Paper No: DETC2014-34438
https://doi.org/10.1115/DETC2014-34438
View Paper titled, An Approach for Measuring Information Content of Textual Engineering Requirements Using a Form-Neutral Representation
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Topics: Design, Design engineering, Engineering design, Entropy
Journal Articles

Ontological Conceptualization Based on the SKOS

Farhad Ameri, Boonserm Kulvatunyou, Nenad Ivezic, Khosrow Kaikhah
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research-Article
J. Comput. Inf. Sci. Eng. September 2014, 14(3): 031006.
Paper No: JCISE-13-1138
https://doi.org/10.1115/1.4027582
Published Online: May 20, 2014
View Article titled, Ontological Conceptualization Based on the SKOS
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Topics: Manufacturing, Ontologies
Proceedings Papers

An Intelligent Process Planning System Based on Formal Manufacturing Capability Models

Samira Sadeghi, Farhad Ameri
Proc. ASME. IDETC-CIE2013, Volume 2B: 33rd Computers and Information in Engineering Conference, V02BT02A019, August 4–7, 2013
Publisher: American Society of Mechanical Engineers
Paper No: DETC2013-13286
https://doi.org/10.1115/DETC2013-13286
View Paper titled, An Intelligent Process Planning System Based on Formal Manufacturing Capability Models
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Topics: Manufacturing, Production planning, Machine tools, Machining, Cutting tools, Ontologies, Modeling
eBook Chapter

Manufacturing Capability Knowledge Modeling for Intelligent Manufacturing Systems

Publisher: ASME Press
Published: 2014
https://doi.org/10.1115/1.860328_ch17
ISBN: 9780791860328
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Topics: Manufacturing, Manufacturing systems, Modeling
Proceedings Papers

A Systematic Approach to Engineering Knowledge Organization and Modeling

Farhad Ameri, Colin Urbanovsky, Christian McArthur
Proc. ASME. IDETC-CIE2012, Volume 2: 32nd Computers and Information in Engineering Conference, Parts A and B, 947-958, August 12–15, 2012
Publisher: American Society of Mechanical Engineers
Paper No: DETC2012-71189
https://doi.org/10.1115/DETC2012-71189
View Paper titled, A Systematic Approach to Engineering Knowledge Organization and Modeling
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Topics: Modeling, Ontologies, Casting, Manufacturing, Metal castings, Semantics