Post on 25-May-2015
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© ai-one inc. 2013 ai-one
ai-one Analyst Toolbox
Content Analytics for Power UsersPresentation July 1, 2013
© ai-one inc. 2013 ai-one
ai-one’s Application Tools
• BrainBrowser – enables users to analyze a document and “find something like this”
• BrainDocs - uses personal intelligent agents for finding and organizing content by concept “idea”
• BrainView – create big brains from content or social media (sources: documents, user comments and review notes) to explore patterns and sentiment visually
Use them separately, together or interface programmatically to the BD Fingerprinting API
No programming or text analytics experts required
© ai-one inc. 2013 ai-one
Use Cases
• Intel Analyst productivity, media monitoring
• Concept search for compliance and eDiscovery
• Coding of medical billing by CPT code
• Strategic planning support to mission plans with web search updates to KM archives
• Classification of customer surveys with Tableau interface
Uses include Excel I/F for analysts/users and automated systems with API interface
© ai-one inc. 2013 ai-one
Integrated Use Case
Inspire
Discover
Rank
Select
Verify
Visualize
Explore
© ai-one inc. 2013 ai-one
Use Case - Step 1 - Inspire
User is previewing a document in their
browser and is inspired by a concept (at the paragraph or
document level). User launches
BrainBrowser to
find other content“like this concept”.
© ai-one inc. 2013 ai-one
Use Case – Step 2 - Discover
BrainBrowseranalyzes the
highlighted concept (by sending to the
Nathan artificial brain) and extracts the keywords for a
search on their Box enterprise account or
website.The search discovers a list of documents
relevant to the detected keywords.
Notice that the list of search terms are longer than the typical user-entered search string. These “keywords that matter the most” were automatically detected by Nathan.
© ai-one inc. 2013 ai-one
… The import data feature provides
the ability for users to import data
into the Topic-Mapper data
structure. Users benefit by having a
user interface to import unstructured
data, rather than using a command-
line interface to insert data.
The view keywords feature provides
the ability for users to view a list of
keywords identified by Topic-
Mapper. Users benefit by having a
user interface to view the keywords
identified by Topic-Mapper, rather
than using a command-line interface
to view a list of keywords….
Use Case – Step 3 - Rank
Separately, BrainDocscrawls and fingerprints all of the documents from the
search results, identifies concepts within the documents (at the
paragraph or document level) that have a similar
fingerprint to the highlighted concept, and
ranks the list of documents in order of relevance. User may view a document or select to visually explore
the results.
The list of documents are sorted by concept similarity. The user can roll their mouse (or finger in case of a mobile app) over the list to preview the specific concept within the document.
© ai-one inc. 2013 ai-one
Use Case – Step 4 - Select
If the user selects to view a document,
BrainDocsautomatically
directs the user to the selected
document in the search results.
Notice that the most relevant document was in the middle of the 1116 search results.
© ai-one inc. 2013 ai-one
Use Case – Step 5 - Verify
User previews document and sees the similar
concept highlighted within the content.
Relevant concept is visible (and highlighted) in the document preview.
© ai-one inc. 2013 ai-one
Use Case – Step 6 - Visualize
If user selects to visually explore the
results BrainViewdisplays a graphical view (force-directed
graph) of the conceptual patterns
within the documents (or paragraphs). Nodes within the graph link
back to source documents.
This is a graphical representation of the actual “fingerprint” of our /bin application text.
© ai-one inc. 2013 ai-one
Use Case – Step 7 - Explore
User interactively explores the
visualization to find insight for
further research.
Users can interactively pan and zoom throughout the graph. Selecting a word will highlight associated words and provide the ability to navigate back to source documents.
© ai-one inc. 2013 ai-one
ai-one Cloud-BasedFingerprinting Engine
(BrainDocs, BrainBrowser, BrainView)
ai-one Cloud-BasedData Repositories
Fingerprint Repository
User-SpecificNathan Instances
Architecture
ServiceLayer
DataConversion
Layer
LogicLayer
PresentationLayer
Users
© ai-one inc. 2013 ai-one
Thank you!
Tom Marsh, COOai-one inc. 5711 La Jolla Blvd.La Jolla, CA 92037Ph: 858 531-0674tm@ai-one.com
Follow us on Twitter @ai_braindocsWebsite www.analyst-toolbox.com