The document discusses a meeting presentation on the InSciTe Project from 2013. It provides an overview of the project's goals of developing a big data analytics/application platform for science and technology literature. It describes the InSciTe system architecture and analytics models. It also provides details on the project's partners, case studies applying the system, related projects on technology intelligence, and available data sources.

1. Copyright © 2013, KISTIMSRA Meeting (2013.1)
InSciTe Project
Hanmin Jung
Head of the Dept. of Computer Intelligence Research

2. Copyright © 2013, KISTIMSRA Meeting (2013.1)
KISTI
Institute of Advanced Information
S/W Research Center
Dept. of Computer Intelligence Research

3. Copyright © 2013, KISTIMSRA Meeting (2013.1) 3
Human vs. Machine Intelligence

4. Copyright © 2013, KISTIMSRA Meeting (2013.1) 4
Machine Intelligence
http://powet.tv/powetblog/wp-content/uploads/2011/02/watson_the_computer_beats_ken_jennings_and_brad_rutter_at_jeopardy_full.jpg
IBM Watson

5. Copyright © 2013, KISTIMSRA Meeting (2013.1)
Machine Intelligence
http://cdn3.digitaltrends.com/wp-content/uploads/2011/10/1200-siri.jpg
Standford’s Robotic Car

6. Copyright © 2013, KISTIMSRA Meeting (2013.1)
Machine Intelligence
http://cdn3.digitaltrends.com/wp-content/uploads/2011/10/1200-siri.jpg
Apple Siri

7. Copyright © 2013, KISTIMSRA Meeting (2013.1) 7
Web Evolution

8. Copyright © 2013, KISTIMSRA Meeting (2013.1) 8
Size of Data in the World
http://www.ektron.com/billcavablog/Big-Data-Big-Content-Big-Challenges/
Q: How about human?
A: Our brain has the capacity
to store information
in the hundreds of terabytes
to petabyte range.

9. Copyright © 2013, KISTIMSRA Meeting (2013.1) 9
Effect of Big Data
Search Evaluation
http://static.googleusercontent.com/external_content/untrusted_dlcp/research.google.com/en//pubs/archive/40491.pdf

10. Copyright © 2013, KISTIMSRA Meeting (2013.1) 10
Search
Clustering
Extracting
Decision
Support
Forecasting
Scenario
Planning
Advising
Modified from D. Bousfield & P. Fooladi, “STM Information: 2009 Final Market Size and Share Report”, 2010.
Value Pyramid
InSciTe Advanced (2011)
InSciTe Adaptive (2012)

11. Copyright © 2013, KISTIMSRA Meeting (2013.1)
Needs of Experts
Relationship between technologiesRelationship between technologies
Leading companiesLeading companies
Technology gapTechnology gap
New entriesNew entries
Social informationSocial information
Technology hierarchyTechnology hierarchy
Standard patentsStandard patents
Product informationProduct information
Trend reportsTrend reports
Search historySearch history
Partner candidates recommendationPartner candidates recommendation
Significance of papers/patentsSignificance of papers/patents
Market sharesMarket shares
Citation informationCitation information
Key players in groupKey players in group
Core technologiesCore technologies
Market sizeMarket size
Information verificationInformation verification
11

12. Copyright © 2013, KISTIMSRA Meeting (2013.1)
Technology Intelligence
R. Rohrbeck, H. Arnold, and J. Heuer, “Strategic Foresight in Multimedia Enterprises”, 2007.

13. Copyright © 2013, KISTIMSRA Meeting (2013.1) 13
Quantitative Analytics

14. Copyright © 2013, KISTIMSRA Meeting (2013.1) 14
Quantitative Analytics
http://www.google.com/insights/search/
Insights for Search

15. Copyright © 2013, KISTIMSRA Meeting (2013.1) 15
TI Projects
FUSE
Funded by IARPA (early 2011 ~ early 2016)
Kick off meeting in summer, 2011
Foresight and Understanding from Scientific Exposition Program
Seeks to develop automated methods that aid in the systematic,
continuous, and comprehensive assessment of technical emergence using
information found in the published scientific, technical, and patent
literature
Partners
BAE Systems, Brandeis Univ., New York Univ., 1790 Analytics, …

16. Copyright © 2013, KISTIMSRA Meeting (2013.1)
TI Projects
CUBIST
Funded by the European Commission (late 2010 ~ late 2013)
1st CUBIST workshop in July, 2011
Combining and Uniting Business Intelligence with Semantic Technologies
Program
Aims to develop new ways to interrogate not only the massive volume data
on the Internet, but also analyze the different formats it exist in – such as
blogs, wikis, and video
Partners
SAP, Ontotext, Sheffield Hallam Univ., …

17. Copyright © 2013, KISTIMSRA Meeting (2013.1)
TI Projects
Common Technologies
Semantic technologies
Ontology, reasoning, URI scheme
Analytics model
BYOM (e.g. technology opportunity discovery model, technology
evolution model, formal concept analysis model)
Information extraction (InSciTe, FUSE)
Named entities and events/relations in textual documents

18. Copyright © 2013, KISTIMSRA Meeting (2013.1)
InSciTe Advanced (2011)

19. Copyright © 2013, KISTIMSRA Meeting (2013.1)
InSciTe Advanced (2011)
Data Fact Sheet
Articles: 15.4 millions (6.7 millions for papers, 8.7 millions for patents)
IEEE proceedings/journals (2001~2011)
Papers for all technical areas (2009~2011)
US/EU/Japan patents (2001~2011)
Technical terms: 68 thousands
Institutions: 340 thousands

20. Copyright © 2013, KISTIMSRA Meeting (2013.1) 20
InSciTe Adaptive (2012)

21. Copyright © 2013, KISTIMSRA Meeting (2013.1)
InSciTe Adaptive (2012)
Crawling Web Data by RSS & Google API

22. Copyright © 2013, KISTIMSRA Meeting (2013.1)
InSciTe Adaptive (2012)
Data Fact Sheet
Articles: 22.6 millions (9.8 millions for papers, 7.6 millions for patents, 5.3
millions for Web data)
All technical areas (2001~2011)
Named entities: 1.9 millions
Authority dictionary: 1.5 millions entries
Linked Data: 290 GB (will be connected)

23. Copyright © 2013, KISTIMSRA Meeting (2013.1) 23
InSciTe Adaptive (2012)
Big Data Test Bed

24. Copyright © 2013, KISTIMSRA Meeting (2013.1)
Case Studies
Ministry of Justice (2007~)

25. Copyright © 2013, KISTIMSRA Meeting (2013.1)
Case Studies
Korea Customs Service (2010~2011)

26. Copyright © 2013, KISTIMSRA Meeting (2013.1) 26
Case Studies
Defense Agency for Technology and Quality (2011~2012)

27. Copyright © 2013, KISTIMSRA Meeting (2013.1) 27
ISTIC, China
For national digital library based on analytics
Case Studies

28. Copyright © 2013, KISTIMSRA Meeting (2013.1)
InSciTe Architecture
Analytics Models
ETD Model
Emerging Technology Discovery Model
TLCD Model
Technology Life Cycle Discovery Model
TLC Model
Technology Life Cycle Model
OntoRelFinder®
Relationship Path Finder
OntoReasoner®
Reasoning Engine
OntoURI®
Semantic Knowledge Manager
OntoPipeliner®
Semantic Service Composer
SS&AE
Semantic Search & Analytics Engine
OntoURIResolver®
Identity Resolver
SINDI-CORE/LINK
Entity & Relationship Extractor
TUC Model
Terminology Use Cycle Model
Ontology
Linked Data
OntoFrame
OntoVerifier®
Reasoning Verifier
Web Data Crawler
RSS/Google API
Web Data
Literatures

29. Copyright © 2013, KISTIMSRA Meeting (2013.1)
InSciTe Project
Goal & Tasks (2013)
Development of S&T Literature Big Data Analytics/Application Platform
Big Data mining technology
Semantic analytics technology
Big Data relationship analytics/application technology
Technologies
Text mining
Multimedia mining
Semantic integration
Reasoning and graph analysis
Modeling and assess for relationship analytics and application

30. Copyright © 2013, KISTIMSRA Meeting (2013.1)
InSciTe Project
Partners (2013)
OVUM, UK
Building analytics model
Understanding business needs
Planning InSciTe service
MSRA, China
TBD
GESIS & Hildesheim Univ., Germany
Analyzing patent trends
Assessing InSciTe service platform
…

31. Copyright © 2013, KISTIMSRA Meeting (2013.1) 31
Homepage
http://semantics.kisti.re.kr

32. Copyright © 2013, KISTIMSRA Meeting (2013.1) 3232
Thank you
jhm@kisti.re.kr
“A lot of times, people don’t know what they want until you show it to them.”
by Steve Jobs
“Many people won’t be convinced until they’ve seen it for themselves.”
by Jakob Nielsen