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Herbal Medicine Knowledge
Base (HMKB) System
                Supiah Mustaffa
Version: 1.0    Ros’aleza Zarina Ishak
                Lee Chee Kiam
                Michelle Lim Sien Niu
                Nor Ezam Selan
                (MIMOS Berhad)

                Mary Sintoh
                (SEDIA)
Outline
•   Problem Statement
•   Knowledge Modeling and Engineering
•   Collaborative Knowledge Management
•   Value of the Proposition
•   Future Works & Conclusion
Problem Statement
Problem:
• deterioration of herbal medicine knowledge

• scattered and unstructured information data sources

Solution:
• compile the information into a standard, reusable format
  and store it into a central repository that can be referred by
  different stakeholders
Objectives
HMKB is developed to :
1) document and preserve Malaysian herbal
   medicine knowledge

2) provide collaborative platform for community of
  practice

3) boost economic sector related to herbal medicine



                                                      4
Outline
•   Problem Statement
•   Knowledge Modeling and Engineering
•   Collaborative Knowledge Management
•   Value of the Proposition
•   Future Works & Conclusion
High level architecture of Herbal
         Medicine Knowledge Base (HMKB)
                                                http://www.sabahinfomed.com.my/TraditionalMedicine/




                                                            Traditional
                                                             Medicine

                                           hasHerb                                hasProcess




http://www.sabahinfomed.com.my/Pharmacology/



                                has
                                                                 hasInput
         Pharmacology       Pharmacology       Herb                              Process



                          http://www.sabahinfomed.com.my/Herb/       http://www.sabahinfomed.com.my/Process/

                                                                                                         6
Knowledge Modeling and Engineering
                                                Traditional
                                                 Medicine




             Pharmacology
                                    Herb                      Process




Describe the knowledge about herb include:
-scientific name, family name, origin, distribution location, suitability of
climate, rainfall requirement, soil type, propagation parts and
management information



                                                                               7
Herb
                                                                            Alkoloids                                              <http://www.efloras.org/
                                                                                                                               florataxon.aspx?flora_id=110&ta
                                          Nyctanthes                                                                                 xon_id=200017788>
                                          sambac L.                                                           hasImageLink
                                                                                                   Jasminum
                   Arabian                                                                                             hasFileFormat                 JPEG
                                                                                                     Image
                   jasmine
                                                                        hasChemical
                    {@en}
                                                                         Constituent
                                                                                                                             India
                                                       hasSynonym                       hasImage
                                          skos:prefLabel
              Oleaceae                                                                              isOriginatedFrom
                                                                                                                                      China
                                   hasFamilyName                                                    hasDistributedPlace
                                                                    Jasminum sambac
                                    propagated
                   Seed                                               Soland. Ex Ait.                       hasNatural
                                        By
                                                                                                            Occurance                 Forest
                                               hasAltitude

        hasMeasurement                                                                                            hasPest                                          Apply
             Unit             Herb                                                                                                               hasPest          Diazinon
                                                 hasTemperature                                                    Detail                        Control
                             Altitude                                                                                                 JSSPest
                                                                    has
Meter                                                           AnnualRainfall                                                                        hasPest
              hasQuantity                                                                                          hasDisease                                       Thrips
                                        Herb                                    hasSoil                              Detail
                                                                                              hasClimate
                                   Temperature                                   Type                                                        JSS       hasDisease
                                                                                                               hasRequired                                               Captan
        800                                                                                                                                Disease       Control
                                                                                                                 Fertilizer                                              Spray
                                         hasMaximum
                   hasMeasurement          Quantity                                                                                                  hasDisease
                          Unit                                                                                                       Nitrogen
                               hasMinimum                     Herb                                                                                          LeafSpot
                                 Quantity                    Annual             SandyLoamy
                    Celcius                                                         Soil                   Tropical
                                                             Rainfall
                              25                                hasMaximum
                                          40      hasMeasurement Quantity
                                                       Unit
                                                             hasMinimum                  50
                                                               Quantity                                                        Instance

                                                                               40                                              Datatype property
                                                     Centimeter                                                                Annotation property                                8
Knowledge Modeling and Engineering

                                         Traditional
                                          Medicine




          Pharmacology          Herb                   Process




Consolidate important information about the prescription of certain
medicine to cure certain diseases
- required quantity of herbs, the disease cured, detailed prescription and
prescription method


                                                                             9
Traditional Medicine

                                Young
        Gramme                  Leave                                                                                         150
                                                         Gallstone
                                                                                                    hasQuantity
                         hasPlant
                                                                                                            hasMeasurement             Mililiter
                         PartUsed
10                                                                                                                Unit
             hasMeasurement                            usedToTreat                         JSLAForGallstone    hasFrequency
                  Unit                                                                                                                  3 times
                                                                                             Prescription1
                                                                                                                                         daily
     hasQuantity     JasminumSambac        has                           hasMedication
                                                         JSLAFor                                          hasDuration
                        HerbUsed1       Traditional                       Prescription
                                                         Gallstone
                                         Medicine                                        hasTreatmentMethod         JSLAForGallstone
                                                                                                                        Duration
                        hasHerb                         hasProcess                                            hasMeasurement hasQuantity
                                                                                                Drink
                                                                                                                   Unit
                                                      JSLAForGallstone
                    Jasminum                                                                                                              3
                                                          Process
                   sambacLAit                                                                                     Week




                                                                                                                                                   10
Knowledge Modeling and Engineering
                                     Traditional
                                      Medicine




        Pharmacology       Herb
                                                   Process



Explains the sequence of interdependent and linked procedures for
traditional medicine preparation




                                                                    11
Process

  Jasminum sambac          hasInput         JSLAForGallstone
    Soland. Ex Ait.                             Process



                                       expandTo
                          hasInitial                       expandTo
                          Process
                                                followBy


                                         Boil              Add
                                        Water              Water

                         herb:hasDescription
                                                    herb:hasDescription
             10 gram of young leaves, 3 cups of
               water boiled to become 1 cup.

                                                Add up to 450 ml hot water for
                                                           infusion.




                                                                                 12
Knowledge Modeling and Engineering
                                            Traditional
                                             Medicine




                                  Herb
        Pharmacology                                      Process




Consist of pharmacology activity and pharmacology toxicity knowledge




                                                                       13
Pharmacology

                                                                                                             Microgram
                                                                                                             per milliliter
                                                                                    200

                                                                                                    hasMeasurementUnit              IC50
                                      In vitro                Stree                hasQuantity
                                                                                                            hasConcentration
                                                                                                                 Unit
                                                        protectAgainst                    JSLA anti-                extractFrom
                                      useTestModel                                                                                               Stem
                                                                                            stress
                                                                                           extract                   hasExtract
                                                                                                                       Type                   Methanol
                                                                      useExtract
                    hasPharmacology             JSLA
Jasminum sambac
  Soland. Ex Ait.                            Phamacology
                                                                 hasProduced                                        200
                                                                                              hasQuantity
                                                 hasPharmacology   Chemical
                                                     Activity                                                                 Milligram per
                                                                            JSLA anti-             hasMeasurement
                                                                                                                                kilogram
                                                                              stress                    Unit
                                                                             chemical          hasConcentration
                                                                                       hasChemical    Unit
                                                      Anti-stress                                                               IC50
                                                                                          Extract

                                                                                              Benzyl acetate




                                                                                                                                                         14
Outline
•   Problem Statement
•   Knowledge Modeling and Engineering
•   Collaborative Knowledge Management
•   Value of the Proposition
•   Future Works & Conclusion
Collaborative Knowledge Management

                  Customized
                   tree view
  Navigation
                                   Semantic
    Search
                                  Data Access
  Authoring                          Layer
Data Validation
                  Collaborative
                   Knowledge
                  Management



                                                16
Collaborative Knowledge Management

                      Customized
                       tree view

  Navigation                        Semantic
                                   Data Access
    Search                            Layer
  Authoring
Data Validation   Collaborative
                   Knowledge
                  Management




                                                 17
Navigation, Search, Authoring
                                Search




               Authoring




                   Navigation
                                         18
Data Validation




                  19
Collaborative Knowledge Management


                  Customized class
                   hierarchy view
  Navigation
    Search                           Semantic Data
                                      Access Layer
  Authoring
Data Validation
                    Collaborative
                     Knowledge
                    Management


                                                     20
Collaborative Knowledge Management

• Customized tree view




                                         Traditional medicine



                                         Pharmacology




                a                              b
          Original tree (a) versus customized tree (b)
                                                                21
Collaborative Knowledge Management

                  Customized class
                   hierarchy view
  Navigation
    Search
  Authoring                          Semantic Data Access
                                            Layer
Data Validation
                     Collaborative
                      Knowledge
                     Management



                                                            22
Collaborative Knowledge Management

• Semantic Data Access Layer (DAL)
   – Adopted SOA architecture

                                                  Component
                                Lookup
                                                     A                                                     AllegroGraph
                                                                                                            Server 3.2
                                              9
                            4
                                5
           1                             6                                  7
                                                                                Triple        Cache
  Client        Delegator                                     KBInterface                                    MySQL
           11                            10                                 8   Store
                                                                                                           Server 5.0.84
                                2
                                                                                         KBInterface
                            3

                                                  Component                                                      Lucene
                            Authenticator
                                                     B                                                            Index



                       Semantic Technology Platform                                                KBInterface




                                                                                                                           23
Outline
•   Problem Statement
•   Knowledge Modeling and Engineering
•   Collaborative Knowledge Management
•   Value of the Proposition
•   Future Works & Conclusion
Value Proposition

                         Knowledge
                         enrichment
                         capabilities


 Scalability with
SOA architecture                                   Simple approval
                                                      workflow
                      Value Proposition



       Support
      diagnosis
   decision process                     Drug discovery



                                                                     25
Comparative Study
Feature             TROPICOS   HerbMed                     HMKB

Free text search     √          √                           √

Text completion/
suggestion           √          X                           √
                               Available only for the
                               licensed version of the
Advance search       √         database.                    √

Wildcard support     √          √                           √
                                                           Subject matter
                                                           experts are allowed
Content                                                    to contribute
contribution         X          X                          content
User Guide – User
Manual               X          √                           √

Statistic            √          X                           √

Navigation           √          √                           √

Access               Free      Subscription fee required    Free
                                                                                 26
Outline
•   Motivation/Problem statement
•   Knowledge Modeling and Engineering
•   Collaborative Knowledge Management
•   Value of the Proposition
•   Future Works & Conclusion
Future Works
1. Deployment stage

2. Impact study




                      28
Future Works
1. Deployment stage
               • involves the internal users identified within SEDIA department
               • involve 20 users
Internal Pilot • focus on system familiarization, training and data migration and transition
    Test



               • participation from selected government agencies and organizations
 Controlled    • includes engagement of selected subject matter experts
deployment


           • Herbal Medicine web portal will be made available for public access to
             information on pharmacology, herbs and traditional medicine
    Full   • the community of practice will be able to contribute their knowledge and
deployment   inputs in the related fields

                                                                                               29
Future Works
2. Impact Study
 Economy
  • encourage the cash flow
  • promote exploration and production activity
  • offer job employment

 Socio economy
  • reduce time required in collecting and accessing
    herbal medicine knowledge
  • increase awareness among users
  • increase usage of herbal medicine among users
  • promote commercialization of herbal medicine
                                                       30
Conclusion
HMKB System:
• preserve the herbal medicine knowledge

• provide collaborative platform for
  community of practice

• promote herbal medicine economic
  demands

                                           31
QUESTION AND
ANSWER



               32
Herbal Medicine Knowledge Base (HMKB) System

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Herbal Medicine Knowledge Base (HMKB) System

  • 1. Herbal Medicine Knowledge Base (HMKB) System Supiah Mustaffa Version: 1.0 Ros’aleza Zarina Ishak Lee Chee Kiam Michelle Lim Sien Niu Nor Ezam Selan (MIMOS Berhad) Mary Sintoh (SEDIA)
  • 2. Outline • Problem Statement • Knowledge Modeling and Engineering • Collaborative Knowledge Management • Value of the Proposition • Future Works & Conclusion
  • 3. Problem Statement Problem: • deterioration of herbal medicine knowledge • scattered and unstructured information data sources Solution: • compile the information into a standard, reusable format and store it into a central repository that can be referred by different stakeholders
  • 4. Objectives HMKB is developed to : 1) document and preserve Malaysian herbal medicine knowledge 2) provide collaborative platform for community of practice 3) boost economic sector related to herbal medicine 4
  • 5. Outline • Problem Statement • Knowledge Modeling and Engineering • Collaborative Knowledge Management • Value of the Proposition • Future Works & Conclusion
  • 6. High level architecture of Herbal Medicine Knowledge Base (HMKB) http://www.sabahinfomed.com.my/TraditionalMedicine/ Traditional Medicine hasHerb hasProcess http://www.sabahinfomed.com.my/Pharmacology/ has hasInput Pharmacology Pharmacology Herb Process http://www.sabahinfomed.com.my/Herb/ http://www.sabahinfomed.com.my/Process/ 6
  • 7. Knowledge Modeling and Engineering Traditional Medicine Pharmacology Herb Process Describe the knowledge about herb include: -scientific name, family name, origin, distribution location, suitability of climate, rainfall requirement, soil type, propagation parts and management information 7
  • 8. Herb Alkoloids <http://www.efloras.org/ florataxon.aspx?flora_id=110&ta Nyctanthes xon_id=200017788> sambac L. hasImageLink Jasminum Arabian hasFileFormat JPEG Image jasmine hasChemical {@en} Constituent India hasSynonym hasImage skos:prefLabel Oleaceae isOriginatedFrom China hasFamilyName hasDistributedPlace Jasminum sambac propagated Seed Soland. Ex Ait. hasNatural By Occurance Forest hasAltitude hasMeasurement hasPest Apply Unit Herb hasPest Diazinon hasTemperature Detail Control Altitude JSSPest has Meter AnnualRainfall hasPest hasQuantity hasDisease Thrips Herb hasSoil Detail hasClimate Temperature Type JSS hasDisease hasRequired Captan 800 Disease Control Fertilizer Spray hasMaximum hasMeasurement Quantity hasDisease Unit Nitrogen hasMinimum Herb LeafSpot Quantity Annual SandyLoamy Celcius Soil Tropical Rainfall 25 hasMaximum 40 hasMeasurement Quantity Unit hasMinimum 50 Quantity Instance 40 Datatype property Centimeter Annotation property 8
  • 9. Knowledge Modeling and Engineering Traditional Medicine Pharmacology Herb Process Consolidate important information about the prescription of certain medicine to cure certain diseases - required quantity of herbs, the disease cured, detailed prescription and prescription method 9
  • 10. Traditional Medicine Young Gramme Leave 150 Gallstone hasQuantity hasPlant hasMeasurement Mililiter PartUsed 10 Unit hasMeasurement usedToTreat JSLAForGallstone hasFrequency Unit 3 times Prescription1 daily hasQuantity JasminumSambac has hasMedication JSLAFor hasDuration HerbUsed1 Traditional Prescription Gallstone Medicine hasTreatmentMethod JSLAForGallstone Duration hasHerb hasProcess hasMeasurement hasQuantity Drink Unit JSLAForGallstone Jasminum 3 Process sambacLAit Week 10
  • 11. Knowledge Modeling and Engineering Traditional Medicine Pharmacology Herb Process Explains the sequence of interdependent and linked procedures for traditional medicine preparation 11
  • 12. Process Jasminum sambac hasInput JSLAForGallstone Soland. Ex Ait. Process expandTo hasInitial expandTo Process followBy Boil Add Water Water herb:hasDescription herb:hasDescription 10 gram of young leaves, 3 cups of water boiled to become 1 cup. Add up to 450 ml hot water for infusion. 12
  • 13. Knowledge Modeling and Engineering Traditional Medicine Herb Pharmacology Process Consist of pharmacology activity and pharmacology toxicity knowledge 13
  • 14. Pharmacology Microgram per milliliter 200 hasMeasurementUnit IC50 In vitro Stree hasQuantity hasConcentration Unit protectAgainst JSLA anti- extractFrom useTestModel Stem stress extract hasExtract Type Methanol useExtract hasPharmacology JSLA Jasminum sambac Soland. Ex Ait. Phamacology hasProduced 200 hasQuantity hasPharmacology Chemical Activity Milligram per JSLA anti- hasMeasurement kilogram stress Unit chemical hasConcentration hasChemical Unit Anti-stress IC50 Extract Benzyl acetate 14
  • 15. Outline • Problem Statement • Knowledge Modeling and Engineering • Collaborative Knowledge Management • Value of the Proposition • Future Works & Conclusion
  • 16. Collaborative Knowledge Management Customized tree view Navigation Semantic Search Data Access Authoring Layer Data Validation Collaborative Knowledge Management 16
  • 17. Collaborative Knowledge Management Customized tree view Navigation Semantic Data Access Search Layer Authoring Data Validation Collaborative Knowledge Management 17
  • 18. Navigation, Search, Authoring Search Authoring Navigation 18
  • 20. Collaborative Knowledge Management Customized class hierarchy view Navigation Search Semantic Data Access Layer Authoring Data Validation Collaborative Knowledge Management 20
  • 21. Collaborative Knowledge Management • Customized tree view Traditional medicine Pharmacology a b Original tree (a) versus customized tree (b) 21
  • 22. Collaborative Knowledge Management Customized class hierarchy view Navigation Search Authoring Semantic Data Access Layer Data Validation Collaborative Knowledge Management 22
  • 23. Collaborative Knowledge Management • Semantic Data Access Layer (DAL) – Adopted SOA architecture Component Lookup A AllegroGraph Server 3.2 9 4 5 1 6 7 Triple Cache Client Delegator KBInterface MySQL 11 10 8 Store Server 5.0.84 2 KBInterface 3 Component Lucene Authenticator B Index Semantic Technology Platform KBInterface 23
  • 24. Outline • Problem Statement • Knowledge Modeling and Engineering • Collaborative Knowledge Management • Value of the Proposition • Future Works & Conclusion
  • 25. Value Proposition Knowledge enrichment capabilities Scalability with SOA architecture Simple approval workflow Value Proposition Support diagnosis decision process Drug discovery 25
  • 26. Comparative Study Feature TROPICOS HerbMed HMKB Free text search √ √ √ Text completion/ suggestion √ X √ Available only for the licensed version of the Advance search √ database. √ Wildcard support √ √ √ Subject matter experts are allowed Content to contribute contribution X X content User Guide – User Manual X √ √ Statistic √ X √ Navigation √ √ √ Access Free Subscription fee required Free 26
  • 27. Outline • Motivation/Problem statement • Knowledge Modeling and Engineering • Collaborative Knowledge Management • Value of the Proposition • Future Works & Conclusion
  • 28. Future Works 1. Deployment stage 2. Impact study 28
  • 29. Future Works 1. Deployment stage • involves the internal users identified within SEDIA department • involve 20 users Internal Pilot • focus on system familiarization, training and data migration and transition Test • participation from selected government agencies and organizations Controlled • includes engagement of selected subject matter experts deployment • Herbal Medicine web portal will be made available for public access to information on pharmacology, herbs and traditional medicine Full • the community of practice will be able to contribute their knowledge and deployment inputs in the related fields 29
  • 30. Future Works 2. Impact Study Economy • encourage the cash flow • promote exploration and production activity • offer job employment Socio economy • reduce time required in collecting and accessing herbal medicine knowledge • increase awareness among users • increase usage of herbal medicine among users • promote commercialization of herbal medicine 30
  • 31. Conclusion HMKB System: • preserve the herbal medicine knowledge • provide collaborative platform for community of practice • promote herbal medicine economic demands 31