Post on 15-Apr-2017
Dr. Dickson Lukose
Artificial Intelligence Lab. 10th December 2015
Financial Knowledge
Management Portal
Knowledge Management Task Force (KMTF)
Contents
• Introduction to MIMOS
• Data, Information & Knowledge
Challenges
• Semantic Technology Platform
• Knowledge Management Portals
• Benefits
• Conclusion
2
© 2015 MIMOS Berhad. All Rights Reserved.
3
1985 - 1990
Unit under the Prime
Minister ‘s
Department: R&D in
ICT and
Microelectronics
1991 - 1996
A Department under
the Ministry of
Science, Technology
and the Environment:
emphasis on R&D
and assumed role in
IT policy development
1997- 2005
MIMOS Berhad was formed,
as a MoF Incorporated
Company
Mandates:
• R&D in ICT &
Microelectronics
• Business Development
• National ICT Policy
Secretariat
2006 - Present
R&D focus to develop the indigenous ICT
industry
MIMOS: An Overview
2014 MIMOS Berhad. All Rights Reserved.
New mandate ─ To focus on:
① R&D in ICT & Microelectronics for
national industry competitiveness
② Enhancing eco-system for E&E
industry
③ Generating New Technology
Ventures and Incubating Industry
© 2014 MIMOS Berhad. All Rights Reserved.
5
INFORMATION SECURITY
PHOTONICS
NANOELECTRONICS
ADVANCED ANALYSIS &
MODELING
ARTIFICIAL
INTELLIGENCE
WIRELESS COMMUNICATIONS
ADVANCED INFORMATICS
ADVANCED
COMPUTING
MICRO-ELECTRONICS /ENERGY
ACCELERATIVE
TECHNOLOGY
MIMOS R&D Labs
INTELLIGENT
INFORMATICS USER
EXPERIENCE
Data, Information & Knowledge Audit
2015 MIMOS Berhad. All Rights Reserved.
7
Enterprise Data Linked Open Data
Sensor Web
ACTIONABLE KNOWLEDGE
ASSETS
Structured, Semi-Structured & Unstructured
Unstructured Structured & Semi-Structured
Knowledge Portal Challenges
© 2015 MIMOS Berhad. All Rights Reserved.
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Knowledge Portal
Natural Interface
High Density Visualization
Integration and Insight into Social
Media
CoP Network Analytics
Collaborative Problem
Solving
NOT What is the Content, BUT, What is
in the Content
Making Sense of Social Big
Data
Big Data Challenges:
Velocity Diversity Volume
Seamless Integration of
SME in Problem Solving
Ontology (Brain of Knowledge Portal)
Technical Writing
Term Databanks
Machine Translation
Human Translation
InformationRetrieval
Knowledge Engineering
Consumer Information
R&D
Standardisation
Nomenclature
Ontology
AGROVOC
MYGMO
PADIPEDIA
I-FIKR|ISRA
HERBAL MEDICINE
2015 MIMOS Berhad. All Rights Reserved.
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SNOMED-CT
STW
FIBO, FINANCE
PADIPEDIA KNOWLEDGE REPOSITORY
PADDY RESEARCH G
R
O
W
T
H
S
T
A
G
E
SEEDLING TILLERING BOOTING HEADING FLOWERING MILKY RIPENING
PADDY DIAGNOSTIC ENGINE PADDY COMMUNITY
PROJECT PUBLICATION MACHINE TECHNOLOGY INTELLECTUAL PROPERTY
2015 MIMOS Berhad. All Rights Reserved.
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HERBAL MEDICINE KNOWLEDGE
REPOSITORY
HERBS
TRADITIONAL MEDICINE PHARMACOLOGY
PROCESS P
L
A
N
T
P
A
R
T
ROOT FLOWER STEM LEAF SEEDS
PLANT ANATOMY
HUMAN ANATOMY
FRUIT
2015 MIMOS Berhad. All Rights Reserved.
12
PADIPEDIA ONTOLOGY DESIGN
2015 MIMOS Berhad. All Rights Reserved.
13
Technology
isPreparedForRMK
hasTargetDateOfCompletion
xsd:date
xsd:integer
isCommercializedBy
isRelatedToCluster
hasCompletionDate
hasCom
Desc
hasComDate
hasPriority
hasRelatedProject
hasDevDesc
isRelatedToCommodity
dc:description
dc:title
rdf:type
Padi
Classific
ation
xsd:string
xsd:string
xsd:date
xsd:date
foaf:
Project
Cluster
Commodity
xsd:string
xsd:string
xsd:integer
Corporate
KPI
hasCorporate
KPI
org:Orga
nization
diagnose:has
MainSymptomdiagnose:has
PestDetail
agrovoc:has
ScientificName
agrovoc:has
CommonName
diagnose:has
CharDetail
diagnose:isConfirmed
By
padi:hasManagement
diagnose:has
ControlDetail
diagnose:has
StageDetail
xsd:string
agrovoc:PestLife
Stage
rdf:type
Egg
Larva
Pupa
Adult
diagnose:destruct
At
padi:occurAt
agri:is
ManagedBy
diagnose:hasPest
Causal
xsd:string
xsd:string
agrovoc:
Pest
diagnose:Pest
Detail
diagnose:Main
Symptom
diagnose:Rice
HealthDamage
agrovoc:
GrowthStage
diagnose:affects
PlantPart
agrovoc:
PlantPart
xsd:string
diagnose:has
SymptomChar
xsd:string
xsd:string
agrovoc:
Management
agrovoc:
Control
xsd:stringdiagnose:has
Symptom
xsd:string
diagnose:has
Symptom
Detail
diagnose:has
SymptomImage
diagnose:hasLife
CycleDetail
diagnose:Pest
LifeCycle
diagnose:has
LifeStage
agrovoc:Pest
LifeStage
diagnose:Symptom
Detail
diagnose:Sym
ptomChar
diagnose:
Symptom
diagnose:has
CharImage
xsd:string
diagnose:is
Contributed
Byfoaf:
Person
diagnose:has
PestImage
Rice
growsIn
hasCropping
System
Cropping
System
agri:has
CropProfile
agri:
CropProfile
hasFamilyhasGenus
Family Genus
agri:hasProduction
Practices
Protection
Technology
agri:has
Species
Species
agri:has
ProductionPractices
Production
Technology
All properties have “agrovoc” namespace in front
unless different namespace is specified.
growsIn
Climate
influences
Agroclimatic
Zone
AgroEcoSystem
influences
padi:
RiceEcosystem
hasComponent
padi:RainfedRice
CroppingSystem
padi:RainfedUpland
padi:RainfedLowland
padi:IrrigatedRice
CroppingSystem
padi:SingleCroppingSystem
padi:DoubleCroppingSystem
SolarRadiation
Temperature
RelativeHumidity
Rainfall
Daylength
agri:Climate
Component
Variety
padi:Rice
Variety
hasVariety
Soil
skos:altlabel
xsd:string
agri:General
Description
Origin
agri:has
Origin
agri:has
Importance
agri:Importance
agri:NutritionalImportance
agri:StatisticalImportance
padi:SafetyAndHealthImportance
agri:hasGeneral
Description
padi:
Graminaepadi:
Oryza
padi:Cultivated
Species
padi:OSativa
Wild
Species
padi:ORufipogon
padi:OOfficinalis
padi:OGlaberimma
padi:ONivara
padi:RiceBasedCrop
RotationSystem
System
padi:AerobicRice
BasmatiVariety
padi:HerbicideTolerantVariety
HighYieldVariety
padi:JasmineVariety
padi:SpecialtyRice
padi:TraditionalRice
padi:Hybrid
Rice
padi:Inbred
Rice
padi:RiverineAlluvium
padi:MarineAlluvium
Rice
Ecotype
padi:has
RiceEcotype
padi:Indica
padi:Javanica
padi:Japonica
Mineral
Soil
Organic
Soil
padi:ShallowOrganicSoil
padi:ModerateAndDeepOrganicSoilpadi:Agriculture
Importance
padi:SeedlingMedium
padi:SiliconeBasedFertilizer
padi:BioCharcoal
padi:SoilImprovementMaterial
padi:BioComposite
HERBAL MEDICINE ONTOLOGY DESIGN
2015 MIMOS Berhad. All Rights Reserved.
14
Herb
xsd:stringxsd:string
xsd:string
xsd:string
xsd:string
Chemical
Constituent
hasIPNINohasTROPICOSNo
hasSynonym
skos:prefLabel
hasDescription
xsd:string
hasChemical
Constituent
FamilyName
hasFamilyName
dcterms:Location
isOriginatedFrom
dcterms:Location
hasDistributedPlace
hasLink
hasReference
xsd:string
hasFlora
OfChina
hasNatural
Occurance
dcterms:Location
hasTemperature
HerbTemperature
has
AnnualRainfall
propagated
By
hasAltitude
Herb
Altitude
PlantPart
SoilType
hasSoil
Type
Climate
hasClimate
hasRequired
Fertilizer
hasDisease
Detail
hasPest
Detail
Fertilizer
Disease
Detail
PestDetail
hasImageLink
hasVideoLink
xsd:string
xsd:string
hasSynonymLink
xsd:float
Herb
Annual
Rainfall
hasMinimum
Quantity
hasMeasurement
Unit
xsd:float
hasQuantity
hasMeasurement
Unit
hasMinimum
Quantity
hasMeasurement
Unit
Measurement
Unit
hasMaximum
QuantityhasMaximum
Quantity
Plant
Disease
hasDisease
hasDisease
Control
Disease
Control
Pest
Control
Pest
hasPest
hasPest
Control
xsd:string
Herb
Product
hasProduce
PlantPart
Commercial
Product
hasCommercial
Product
hasPlant
PartUsed
causedBy
CausalAgent
xsd:float
xsd:float
xsd:float
Measurement
Unit
Measurement
Unit
hasDescription
xsd:string
hasDescription
xsd:string
herb:Herb
Traditional
Medicine
usedToTreat
Human
Disease
herb:hasPlant
PartUsed
herb:PlantPart
hasMedication
Prescription
Medication
Prescription
herb:hasReference
HerbUsed
hasHerb
herb:hasMeasurementUnit
herb:
Measurement
Unit
xsd:float
herb:hasQuantity
herb:hasQuantity
xsd:float
herb:hasMeasurement
Unit
hasFrequency
hasTreatmentMethod
Activity
xsd:string
hasDurationDuration
Prescription
process:hasProcess
process:Process
has
Traditional
Medicine
herb:hasLink
xsd:string
herb:hasQuantity
herb:hasMeasurement
Unit
xsd:string
herb:
Measurement
Unit
xsd:float
herb:
Measurement
Unit
applyOn
BodyArea
tradmed:TraditionalMedicine
Process
expandTo
herb:hasDescription
xsd:string
followBy
hasProcesshasInitial
Process
herb:Herb
Produced
Chemical
Phamacology
tradmed:
HumanDisease
hasProduced
Chemical
herb:hasMeasurement
Unit
herb:
Measurement
Unit
xsd:float
herb:Chemical
Constituent
herb:hasChemical
Constituent
herb:hasLink
hasPharmacology
hasReference
protectAgainst
hasPharmacology
Toxicity
herb:hasQuantity
Chemical
Toxicity
hasConcentrationUnit
useTestModel
TestModel
hasPharmacology
Activity
Pharmacology
Activity
leadToToxicity Pharmacology
Toxicity
hasReference
xsd:string
hasChemical
Extract
useExtract
ExtractDetail
herb:hasQuantity
herb:
hasMeasurementUnit
hasConcentration
Unit
ExtractType
hasExtract
Type
extractFromherb:Plant
Part
hasTestModel
description
herb:
Measurement
Unit
xsd:string
xsd:float
xsd:string
xsd:string
herb:
Measurement
Unit
herb:
Measurement
Unit
KRSTE ONTOLOGY DESIGN
© 2014 MIMOS Berhad. All Rights Reserved.
15
Report
rdfs:comment
dc:title
fromOrganization
dc:description
dc:rights
publishDate
hasResourceType
createdDate
xsd:date
Resource
Type
foaf:
Organization
xsd:string
hasLink
dc:publisher
dc:creator
foaf:
Person
dcterms:abstract
dc:language
Language
dc:identifier
Linkdc:source
isActivexsd:
boolean
sponsorship
fulltext
accessAvailability
accessClassification
projectManager
dcterms:tableOfContents
editor
dcterms:created
keyword
mrdcs:Structure
Code
rdf:type
rdfs:label
hasContributor
foaf:
Organization
dc:rights
rdfs:label
dc:description
hasLink
foaf:phone
hasFax
foaf:mbox
hasResource
Type createdDate
fromDataSource
headBy
contactPerson
orgID
FaxNumber
Telephone
Number
Resource
Type
foaf:Person
xsd:dateData
Source
xsd:string
foaf:Group
dcterms:
isPartOf
ministry
foaf:member
hasAddress
Facility
belongTo
hasAcronym
hasFullLabel
Link
dc:source
isActive
xsd:
boolean
Address
v:streetaddress
v:postal-code
xsd:
stringhasCity
City
hasState
State
locatedIn
Country
locatedIn
activity
organizationRole
xsd:
string xsd:
string
rdfs:comment
skos:altLabel
rndActivity
xsd:
boolean
isBranchOf
mrdcs:Structure
Code
rdf:type
lastModifiedDate
Resource
Status
orgStatus
foaf:Agent
Research
Cluster
rdf:type
activity
Product
hasImagePath
rdfs:comment patentNumber
rdfs:label
fromOrganization
dc:description
dc:rights
dc:creator
hasResource
Type
createdDate
cost
xsd:date
Resource
Type
xsd:string
foaf:
Organization
foaf:
Person
xsd:float
rdf:type
mrds:Structure
Code
hasSourceOfTechnology
Technology
Source
hasCommercialization
Model
Commercialization
Model
revenueYear
xsd:
integer
salesRevenue
hasCommercialization
Status
Commercializati
onStatus
hasLink
Link
dc:sourceisActive
xsd:
boolean
hasState
State
locatedIn
Country
dc:date
lastModifiedDate
FacilityhasEquipment
foaf:
Organization
xsd:string
hasEquipmentModel
Equipment
hasYear
Purchased
hasQuantity
hasUsage
TeachinghasRND
Usage
hasPurpose
has
SharingCondition
hasCost
xsd:float
sourceCountryCountry
hasEquipment
hasUsage
Service
hasUsage
Othersxsd:integer
xsd:integer
xsd:integerxsd:integer
xsd:integer
xsd:integer
xsd:stringxsd:string
hasEquipmentSharingStatus
xsd:boolean
xsd:string
rdfs:label
Benefits
© 2014 MIMOS Berhad. All Rights Reserved.
18
KRSTE.my 1. Central Repository of All Knowledge
Artifacts on Science, Technology and Innovation
2. Semantic Indexing based on MRCDS Taxonomy
3. Logical Reasoning using STI Ontology and MRDCS Taxonomy
4. Semantic/Meaning Based Search (Multi-Lingual)
5. Natural Language Interface for Question-Answering (Malay & English)
6. Semantic Visual Query for Reporting 7. Network Analysis on Researchers and
Collaborators and Co-Authors 8. Crowdsourcing for Artifacts
PADIPEDIA 1. Central Repository of All Knowledge
Artifacts on PADDY 2. Semantic Indexing based on PADDY
Ontology 3. Semantic/Meaning Based Search
(Multi-Lingual) 4. Natural Language Interface for
Question-Answering (Malay & English) 5. Current News and Events Automatically
Streamed 6. Social Media Integration 7. Tacit Knowledge of Subject Matter
Experts Encoded into the Knowledge Base
8. Tacit -> Explicit: Enable all Extension Officers on Malaysia to use scarce knowledge to help Parry Farmers
9. Crowdsourcing for Artifacts
Conclusion: Potential Key Benefits for
Financial Industry (Semantic Technology)
© 2014 MIMOS Berhad. All Rights Reserved.
19
1. Fraud Detection 1. Effective Pattern Detection & Event Correlation 2. Effective Link Analysis
2. Eligibility and Suitability Rules 1. Account Acquisitions (Credit Card Eligibility, etc) 2. Loan Originations 3. Money Movement Transactions
3. Credit Risk Management 4. Integrated Financial Statements (XBRL, RDF/OWL) 5. Concept Extraction and Categorization from Unstructured text
1. eDiscovery of structured and unstructured contents for legal purpose 2. Customer Related Concept Extraction
6. Market Intelligence for Investment Analytics 1. Open Source Intelligence Capabilities 2. Low Latency Critical Notifications to Analysts
80% of the Content Generated today are in Unstructured Form
Conclusion: Islamic Finance
Ontology/Thesaurus – Google Search
© 2014 MIMOS Berhad. All Rights Reserved.
20