An overview of Access Innovations, Inc.'s latest semantic enrichment tools, presented by company president Marjorie M.K. Hlava at the International Association of Scientific, Technical & Medical Publishers Winter 2013 e-Production seminar, December 5, 2013.

1. What’s New in
Semantic
Enrichment?
Marjorie M.K. Hlava
President
Access Innovations, Inc.
Mhlava@accessinn.com

2. LOTS! A few examples
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Smart Submit
Recommender
Linking data
Search
Auto Legacy tagging
Automating Medical Coding
Author and Affiliation Disambiguation
Visualization based on Semantics
And MUCH More

3. Smart Submit
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Author or Editor does the tagging
Tags automatically suggested by
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Data Harmony MAI
From Controlled Vocabulary
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Thesaurus
Taxonomy
Ontology
Knowledge Organization System
Using Data Harmony Thesaurus Master

4. Smart Submit Let Editors Choose

5. Editorial Workflow Integration
Author Submission Module
The author fills in the data to the document template,
attaching images and graphs as necessary.
An API calls Data Harmony and generates a list of indexing
terms based on the content.

6. Editorial Workflow Integration
Contributor Role Tagging
A popup list of contributor role options appears for the author to
choose from
----Study conception ?
Contributor Information
Contributor Role
--Methodology ?
Mouse Over for explanation
Formal analysis ?
Computation ?
Investigation ?
Application of
Resources ?
statistical,
Data Curation ?
mathematical or
Publication ?
other formal
---Supervision ?
techniques to
--Project administration ?
Funding acquisition ? analyze study data
Formal Analysis

7. Recommender – “more like these”
based on the semantic fingerprint

8. Linked Data
Other Journal
Articles on
Topic A
CME Activity
on Topic A
Journal
Article on
Topic A
Grant Available for
Researchers
Working on Topic A
Upcoming
Conference
on Topic A
Job Posting
for Expert
on Topic A
Podcast Interview
with Researcher
Working on Topic A
Author Networks
Social Networking
After Helen Atkins

9. Link to Other Resources
Cancer Epidemiology Biomarkers & Prevention
Vol. 12, 161-164,
February 2003
© 2003 American Association for Cancer Research
Short Communications
Alcohol, Folate, Methionine, and Risk of Incident Breast
Cancer in the American Cancer Society Cancer Prevention
Study II Nutrition Cohort
Heather Spencer Feigelson1, Carolyn R. Jonas, Andreas S.
Robertson, Marjorie L. McCullough, Michael J. Thun and
Eugenia E. Calle Department of Epidemiology and Surveillance
Research, American Cancer Society, National Home Office,
Atlanta, Georgia 30329-4251
Recent studies suggest that the increased risk of breast cancer
associated with alcohol consumption may be reduced by
adequate folate intake. We examined this question among
66,561 postmenopausal women in the American Cancer Society
Related Working Groups
Think Tank Report
•FinancePrevention Study II NutritionRelated Think Tank Report
Cancer
Cohort.
•Charter
Content
•Molecular Epidemiology
Webcasts
Related Awards
Related Webcasts
•AACR-GlaxoSmithKline Clinical Cancer Research
Scholar Awards
•ACS Award
•Weinstein Distinguished Lecture
Related Press Releases
•How What and How Much We Eat (And Drink) Affects Our
Risk of Cancer
•Novel COX-2 Combination Treatment May Reduce Colon
Cancer Risk Combination Regimen of COX-2 Inhibitor and
Fish Oil Causes Cell Death
•COX-2 Levels Are Elevated in Smokers
Related AACR Workshops and Conferences
•Frontiers in Cancer Prevention Research
•Continuing Medical Education (CME)
•Molecular Targets and Cancer Therapeutics
Related Meeting Abstracts
•Association between dietary folate intake, alcohol intake, and
methylenetetrahydrofolate reductase C677T and A1298C
polymorphisms and subsequent breast
•Folate, folate cofactor, and alcohol intakes and risk for
colorectal adenoma
•Dietary folate intake and risk of prostate cancer in a large
prospective cohort study
Related Education Book Content
Oral Contraceptives, Postmenopausal Hormones,
and Breast Cancer
Physical Activity and Cancer
Hormonal Interventions: From Adjuvant Therapy to
Breast Cancer Prevention
After Helen Atkins

10. Search Integration
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Leverage the controlled vocabulary
Basis for faceted search
Let customers contribute

13. Improve Search
www.mediasleuth.com
Auto-completion using the
taxonomy
Guide the user
Navigate
the full
taxonomy
“tree”
BROWSE

14. Taxonomies added in
search example
Core Architectural Components
Administrator’s
Dashboard
FAST MANAGEMENT API
EMAIL
CONNECTOR
Email,
Groupware
Content
Push
FILTER
SERVER
Query
Alerts
CUSTOM
CONNECTOR
MAIstro
Agent DB
Use taxonomy terms here
Data Harmony Governance API
Vertical
Applications
Portals
Results
Search harmony
Custom
Applications
Index DB
Pipeline
QUERY
PROCESSOR
Databases
DATABASE
CONNECTOR
Pipeline
DOCUMENT
PROCESSOR
FILE
TRAVERSER
CONTENT API
Files,
Documents
SEARCH
SERVER
QUERY API
WEB
CRAWLER
Web
Content
Custom
Front-Ends
Mobile
Devices

15. Automatic Tagging
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Legacy collections
Fast processing
92% accuracy
Full text
Inline
Metadata enrichment

16. Inline tagging

17. MAI Batch Processing
Files Processed Report
Customize by file batch
Suggested indexing in Relevance order

18. Automating Medical Coding
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Semantic techniques
ICD-9 and ICD-10
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American Medical Association CPT
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Diagnosis Codes
Procedure Codes
American Medical Association HCPCS
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Medical Supplies

19. Semantic Enrichment and Concept Extraction
Provides Disruptive technology to the
Medical Coding Industry

20. Lists contextually appropriate Codes
Highlights text related to code

21. Author Disambiguation
Semantic Fingerprint,

22. Affiliation Disambiguation

23. All data up-posted to the
top level

24. Visualize your tagged data
This is a radial
graph of
“plosthes”. The
number of
records for which
each index term
occurs is
reflected by
circle sizes.

25. Database Plus Search Workflow
SQL for
ecommerce
Raw Full
text data
feeds
Printed
source
materials
Data
Crawls on
data
sources
Source data
XIS
Creation
XIS
repository
Load to
Search
Taxonomy
terms
MAI Concept
Extractor
MAI Rule
Base
Taxonomy
Thesaurus
Master
Add
metadata
Clean and enhance data
Search
Harmony
Display
Search
Search data

26. Targeted resources based
on subject or user role
CONFIDENTIAL

27. Authors at a Place

28. Member Profile Tagging
User pastes or
uploads CV
Button to autoextract taxonomy
attributes

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Recommender
The OUP mouse over
PLOS implementation of
taxonomy in search
Author disambiguation
using taxo for semantic
fingerprint /author profiling
Affiliation disambiguation
- affiliation fingerprint.
other author disambig
shots
Affiliation disambiguation affiliation fingerprint.
other author disambig shots
Inline tagging - several
options
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MAI Batch GUI
XIS using Lucene search
Ontology Master mock up
Media Sleuth with and
without search within a
search options
Media Sleuth with two sets
of parens - one for term
and one from branch hits
Access Integrity Medical
Claims Compliance - how it
works slide?
Author Submit / Smart
Submit

30. Using taxonomies in
applications
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Improve search
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Subject browsing
Mobile intelligence
Targeted resources based •
on subject or user role
Link to society resources •
Author submission module •
Author authority database •
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Expert reviewer
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identification
Member profiles
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Data visualization
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More like this
In “indexing” or
categorizing, as subject
metadata
In content management
systems
In SharePoint
In mash-ups
In social networking sites
In author tagging
In filtering data – e.g.,
spam filters and RSS feeds
In web crawlers
Social media - community

31. More Innovations!
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Link topic to article to author to event
Make visual links within domain
Enable authors to submit and categorize conference
submissions
Create author authority database linking to co-authors,
topics, locations, etc.
Create expert reviewer database
Create member profiles with alternate names,
publications, tagged by topic
Visualize data and domain distribution
Display interest connections in social network
Deliver accurate targeted information through mobile
applications

32. Thank you!
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Access Innovations - Semantic
Enrichment Services Provider
Creator of Data Harmony Tools
More than 600 taxonomies created
More than 2000 Engagements
Financed by Sweat, Persistence, and
Good Cash Flow management
Accurate, On time, Under budget!

33. Slides at www.accessinn.com
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Marjorie Hlava
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mhlava@accessinn.com
+1-505-998-0800
Jay Ven Eman
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J_ven_eman@accessinn.com