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Date of download: 11/4/2017 Copyright © ASME. All rights reserved.

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1 Date of download: 11/4/2017 Copyright © ASME. All rights reserved. From: Sentiment Root Cause Analysis Based on Fuzzy Formal Concept Analysis and Fuzzy Cognitive Map J. Comput. Inf. Sci. Eng. 2016;16(3): doi: / Figure Legend: Fuzzy formal concept analysis

2 Date of download: 11/4/2017 Copyright © ASME. All rights reserved. From: Sentiment Root Cause Analysis Based on Fuzzy Formal Concept Analysis and Fuzzy Cognitive Map J. Comput. Inf. Sci. Eng. 2016;16(3): doi: / Figure Legend: Process of sentiment root cause analysis

3 Date of download: 11/4/2017 Copyright © ASME. All rights reserved. From: Sentiment Root Cause Analysis Based on Fuzzy Formal Concept Analysis and Fuzzy Cognitive Map J. Comput. Inf. Sci. Eng. 2016;16(3): doi: / Figure Legend: Merged sentiment ontology and factual ontology based on the feature ontology

4 Date of download: 11/4/2017 Copyright © ASME. All rights reserved. From: Sentiment Root Cause Analysis Based on Fuzzy Formal Concept Analysis and Fuzzy Cognitive Map J. Comput. Inf. Sci. Eng. 2016;16(3): doi: / Figure Legend: Merged sentiment ontology and factual ontology

5 Date of download: 11/4/2017 Copyright © ASME. All rights reserved. From: Sentiment Root Cause Analysis Based on Fuzzy Formal Concept Analysis and Fuzzy Cognitive Map J. Comput. Inf. Sci. Eng. 2016;16(3): doi: / Figure Legend: Hierarchical triple relation score

6 Date of download: 11/4/2017 Copyright © ASME. All rights reserved. From: Sentiment Root Cause Analysis Based on Fuzzy Formal Concept Analysis and Fuzzy Cognitive Map J. Comput. Inf. Sci. Eng. 2016;16(3): doi: / Figure Legend: Fuzzy cognitive map with relations

7 Date of download: 11/4/2017 Copyright © ASME. All rights reserved. From: Sentiment Root Cause Analysis Based on Fuzzy Formal Concept Analysis and Fuzzy Cognitive Map J. Comput. Inf. Sci. Eng. 2016;16(3): doi: / Figure Legend: Feature ontology tree based on WordNet similarity

8 Date of download: 11/4/2017 Copyright © ASME. All rights reserved. From: Sentiment Root Cause Analysis Based on Fuzzy Formal Concept Analysis and Fuzzy Cognitive Map J. Comput. Inf. Sci. Eng. 2016;16(3): doi: / Figure Legend: Factual ontology tree with feature ontology, product description, and neutral sentiment words

9 Date of download: 11/4/2017 Copyright © ASME. All rights reserved. From: Sentiment Root Cause Analysis Based on Fuzzy Formal Concept Analysis and Fuzzy Cognitive Map J. Comput. Inf. Sci. Eng. 2016;16(3): doi: / Figure Legend: Merged sentiment ontology based on the FFCA method and factual ontology based on the feature ontology

10 Date of download: 11/4/2017 Copyright © ASME. All rights reserved. From: Sentiment Root Cause Analysis Based on Fuzzy Formal Concept Analysis and Fuzzy Cognitive Map J. Comput. Inf. Sci. Eng. 2016;16(3): doi: / Figure Legend: Ratio of triple for information words, expressive words, and auxiliary words

11 Date of download: 11/4/2017 Copyright © ASME. All rights reserved. From: Sentiment Root Cause Analysis Based on Fuzzy Formal Concept Analysis and Fuzzy Cognitive Map J. Comput. Inf. Sci. Eng. 2016;16(3): doi: / Figure Legend: Accuracy of sentiment cause analysis compared with term frequency based analysis and feature based analysis

12 Date of download: 11/4/2017 Copyright © ASME. All rights reserved. From: Sentiment Root Cause Analysis Based on Fuzzy Formal Concept Analysis and Fuzzy Cognitive Map J. Comput. Inf. Sci. Eng. 2016;16(3): doi: / Figure Legend: Accuracy of sentiment root cause analysis as compared with term frequency-based analysis, feature-based analysis, and feature/sentiment word-based analysis

13 Date of download: 11/4/2017 Copyright © ASME. All rights reserved. From: Sentiment Root Cause Analysis Based on Fuzzy Formal Concept Analysis and Fuzzy Cognitive Map J. Comput. Inf. Sci. Eng. 2016;16(3): doi: / Figure Legend: Accuracy of sentiment root cause analysis as compared with sentiment score analysis, sentiment score analysis on informational sentiment words, and feature/sentiment word-based analysis

14 Date of download: 11/4/2017 Copyright © ASME. All rights reserved. From: Sentiment Root Cause Analysis Based on Fuzzy Formal Concept Analysis and Fuzzy Cognitive Map J. Comput. Inf. Sci. Eng. 2016;16(3): doi: / Figure Legend: Sentiment cause ontology with triple node score and triple relation score, which includes the hierarchical structure based on FFCA and the nonhierarchical structure method FCM-R


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