155. Semantically Based Clinical TCM

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155. Semantically Based Clinical TCM

 

 

CATEGORY:Alternative Medicines 300 Courses

COURSE NUMBER: 155

FEES: 555/- INR only

CERTIFICATE VALIDITY: Lifetime

CERTIFICATES DELIVERY: In 48 hours

BOOKS/ MANUALS: Pages

Syllabus

1 Telemedicine and Knowledge Representation for Traditional
Chinese Medicine ……………………………… 1
1.1 Traditional Chinese Medicine and a Consensus Certified
Knowledge Base. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1
1.2 Traditional Chinese Medicine and Telemedicine . . . . . . . . . . . 2
1.2.1 What is Telemedicine? . . . . . . . . . . . . . . . . . . . . . . 2
1.2.2 Knowledge Consultation . . . . . . . . . . . . . . . . . . . . . 4
1.2.3 Curative Aspects. . . . . . . . . . . . . . . . . . . . . . . . . . . 4
1.2.4 Training by E-Learning . . . . . . . . . . . . . . . . . . . . . . 4
1.2.5 Management and Control. . . . . . . . . . . . . . . . . . . . . 5
1.2.6 Efficient and Reliable Information Communication
Technology (ICT) Support . . . . . . . . . . . . . . . . . . . . 5
1.2.7 Explicit Semantics . . . . . . . . . . . . . . . . . . . . . . . . . 5
1.3 Automatic System Generation and Evolution of the TCM
Knowledge. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7
1.4 Major Aspects of the Ontology Base TCM Telemedicine
System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7
1.4.1 Ontology Modelling . . . . . . . . . . . . . . . . . . . . . . . . 8
1.4.2 Ontology Implementation Tool . . . . . . . . . . . . . . . . . 8
1.4.3 Internet Capability . . . . . . . . . . . . . . . . . . . . . . . . . 9
1.4.4 Architecture and Cross-layer Logical Transitivity . . . . 9
1.4.5 Automatic System Generation. . . . . . . . . . . . . . . . . . 10
1.4.6 Pervasive Support . . . . . . . . . . . . . . . . . . . . . . . . . . 10
1.4.7 Ontology Evolution Approach . . . . . . . . . . . . . . . . . 11
1.5 Overview of the Ontology-Based Automatic System
Generation (ASG/C) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 12
1.6 Recapitulation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 16
References. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 16

2 The TCM Ambit. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19
2.1 The Evolution of Traditional Chinese Medicine . . . . . . . . . . . 19
2.2 Underlying Theory . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 20
2.3 TCM Diagnosis and Treatment . . . . . . . . . . . . . . . . . . . . . . . 22
2.4 Herbal Pharmacology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 24
2.5 Computer-Aided TCM Takes Various Forms . . . . . . . . . . . . . 25
2.6 Contemporary TCM Telemedicine . . . . . . . . . . . . . . . . . . . . 27
References. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 28
3 Semantics and Ontology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 29
3.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 29
3.2 Ontology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 30
3.2.1 What is an Ontology . . . . . . . . . . . . . . . . . . . . . . . . 30
3.2.2 Generic Ontologies and Specific Ontologies . . . . . . . . 31
3.3 The Ontology Argument . . . . . . . . . . . . . . . . . . . . . . . . . . . 32
3.4 Ontology Modelling Notation . . . . . . . . . . . . . . . . . . . . . . . . 35
3.5 Purposes for Which Ontologies are Being Used . . . . . . . . . . . 39
3.5.1 Strong and Unambiguous Communication
Mechanism . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 40
3.5.2 Ontology Mediated Information Access . . . . . . . . . . . 41
3.5.3 Ontology and Semantic Web Services . . . . . . . . . . . . 42
3.5.4 Ontology Based Multi Agent Systems . . . . . . . . . . . . 46
3.6 Ontology Modelling and Representation . . . . . . . . . . . . . . . . 46
3.7 Differentiating Conceptual Modelling for Data Modelling,
Knowledge Modelling and Ontology Modelling
and a Notation for Ontology Modelling . . . . . . . . . . . . . . . . . 48
3.8 W3C—The Strong Metadata Modeling Promoter . . . . . . . . . . 52
3.9 The Web is an Information Treasure Trove . . . . . . . . . . . . . . 53
3.10 Some Insight into RDF and OWL. . . . . . . . . . . . . . . . . . . . . 54
3.11 Transformation of Markup Languages . . . . . . . . . . . . . . . . . . 61
3.12 OWL Language . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 63
3.13 Recapitulation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 64
Appendix 1 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 65
Appendix 2 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 69
References. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 74
4 Ontology for Traditional Chinese Medicine (TCM) . . . . . . . . . . . 77
4.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 77
4.2 Usefulness of Ontology in TCM . . . . . . . . . . . . . . . . . . . . . . 77
4.3 Semantic Aliasing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 79
4.4 Choice of Modeling Tools . . . . . . . . . . . . . . . . . . . . . . . . . . 83
4.5 The Realm of Metadata Modeling. . . . . . . . . . . . . . . . . . . . . 89

4.6 Enterprise TCM Ontology Core . . . . . . . . . . . . . . . . . . . . . . 90
4.7 Cross-Layer Onto-Core Semantic Transitivity (COST) . . . . . . . 93
4.8 COST Check Anytime and Anywhere . . . . . . . . . . . . . . . . . . 95
4.9 Recapitulation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 97
References. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 97
5 Ontology Driven System Generation and Remote Installation . . . . 99
5.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 99
5.2 The Mobile-Clinic Experience Unveils the Importance
of Ontological Adherence . . . . . . . . . . . . . . . . . . . . . . . . . . 99
5.3 Provision of Standard Diagnosis and Prescription . . . . . . . . . . 102
5.4 Error-Free System Customization by the Meta-Interface
(MI) Concept . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 105
5.5 Automatic Remote Web-Based Installation. . . . . . . . . . . . . . . 109
5.6 Recapitulation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 113
References. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 116
6 Ontology Evolution and the Living TCM Ontology . . . . . . . . . . . 117
6.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 117
6.2 “Living/Live” Onto-core to Support On-line Evolution . . . . . . 118
6.3 Knowledge and Experience Absorption . . . . . . . . . . . . . . . . . 120
6.4 Enablement of Easy Knowledge Reabsorption
and Evolution. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 123
6.4.1 “Living Ontology” Aids Knowledge Absorption
and Evolution. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 123
6.5 Coherent Consensus-Certified Knowledge Engineering . . . . . . 126
6.6 Recapitulation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 128
References. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 128
7 TCM Telemedicine Infrastructure . . . . . . . . . . . . . . . . . . . . . . . . 129
7.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 129
7.2 Performance Modelling of the Pervasive TCM
Telemedicine Infrastructure on the Mobile Internet . . . . . . . . . 129
7.3 Realization Example . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 133
7.4 Recapitulation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 136
References. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 136
8 Recapitulation and Future Directions. . . . . . . . . . . . . . . . . . . . . . 137
8.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 137
8.2 Recapitulation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 137
8.3 Future Work . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 139
8.3.1 Collaborative Multi Agent Recommender Systems . . . 139
8.3.2 Integrative Medicine . . . . . . . . . . . . . . . . . . . . . . . . 140
8.3.3 Cloud Computing for TCM Telemedicine . . . . . . . . . 141
8.3.4 Cyber Physical Systems and the Internet of Things
for TCM Telemedicine . . . . . . . . . . . . . . . . . . . . . . 143
8.4 Conclusion. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 151
References. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 151

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