1. Data Science for Semantics Dr. Brand Niemann Director and Senior Data Scientist/Data Journalist Semantic Community Data Science Data Science for Semantics January 4, 2016 1

2. Agenda Learn About Data Science for Semantics, the New Book Semantics for Dummies Special Edition from MarkLogic, and a Cray Graph Appliance Update 6:30 p.m. Welcome and Introduction (New Tutorial and Mentoring) Slides Data Science for SemanticsSlidesData Science for Semantics 6:45 p.m. Semantics For Dummies, MarkLogic Special Edition by Allen Taylor, Matt Allen, Mark Logic Author Semantics For Dummies, MarkLogic Special EditionMatt Allen, Mark Logic Author 7:30 p.m. Brief Member Introductions 7:45 p.m. Invited Presentation: Frederik Salveson, Cray Graph Appliance Update (invited)Frederik SalvesonCray Graph Appliance Update 8:30 p.m. Open Discussion 8:45 p.m. Networking 9:00 p.m. Depart 2 http://www.meetup.com/Federal-Big-Data-Working-Group/events/225670429/

3. Introduction I thought we should start our 2016 Federal Big Data Working Group Meetups with Data Science for Semantics because this was the subject of our two recent meetups: Data Science for the DataAct Datathon and Data Science for Joint Doctrine, and the subject of a new book: Semantics For Dummies, MarkLogic Special Edition.Data Science for the DataAct DatathonData Science for Joint DoctrineSemantics For Dummies, MarkLogic Special Edition I invited the book's author, Allen Taylor to present, but he is not with MarkLogic so Matt Allen, Mark Logic Author will speak. I am also going to invite the Cray Urika Graph Discovery ApplianceMatt Allen, Mark Logic AuthorCray Urika Graph Discovery Appliance This Semantics for Dummies Knowledge Base Spreadsheet shows how to simply implement the principles taught in the book and provides a searchable index for the book in linked open data format.Spreadsheet 3

4. Semantics for Dummies and Matt Allen Matt is responsible for the external face of the company, showing people that MarkLogic is the most agile, powerful, and trusted database available. He brings a balance of creativity and vision to the role of executing the product marketing strategy for product messaging, analyst relations, campaign development, press activities, sales and partner enablement, field training, demos, webinars, and new product releases. Prior to MarkLogic, Matt worked as a consultant with Booz Allen Hamilton and Ernst & Young, focusing on strategy and technology implementations primarily for large government organizations. Matt graduated from the University of Virginia. 4 http://www.marklogic.com/blog/ml_webinar_presenter/matt-allen/

5. 5 http://info.marklogic.com/semantics-thank-you-page.html?aliId=31476804

6. Data Science Data Publication Process 1.Convert the PDF to Word Using Adobe Acrobat Reader DC 2.Copy Word Table of Contents to MindTouch 3.Add Headers 1-5 in MindTouch Edit Mode 4.Add Word Document Paragraphs to MindTouch Table of Contents Headers 5.Take Snapshots of the Figures in the PDF and Save Them as PNG Files 6.MindTouch Edit Mode For Headers, Text, Figures, and Tables 7.Insert the PNG Files to MindTouch 8.Saved Page in MindTouch 9.Insert Tables in MindTouch and Copy to Spreadsheets 10.A Dynamic Linked Table of Contents is Built Automatically 11.MindTouch Edit View Mode Showing Deki Script at Top of Page 12.MindTouch Show Blocks Mode Showing Paragraphs of Text 13.Each Topic in the Table of Contents Has a URL 14.MindTouch Table of Contents Index in a Spreadsheet in RDFTriple Format: Subject, Object, and Predicate 15.The Spreadsheet is Imported Into Spotfire and a Guided Analytics and Visualizations are Produced 6

7. 7 http://semanticommunity.info/@api/deki/files/35785/Semantics_for_Dummies.pdf Step 1

8. 8 http://semanticommunity.info/@api/deki/files/35784/Semantics_for_Dummies.docx Step 2

9. 9 MindTouch Edit Mode For Headers, Text, Figures, and Tables Steps 3 - 6

10. 10 Insert Figures in MindTouch Step 7

11. 11 http://semanticommunity.info/Data_Science/Data_Science_for_Semantics#Semantics_For_Dummies Saved Page in MindTouch Step 8

12. 12 Insert Tables in MindTouch Step 9

13. 13 My Note: These Tables Can Be Copied to Spreadsheets This Code is Also a Snapshot Captured and Inserted From the PDF File Step 9

14. 14 Because of This MindTouch Deki Script: {{wiki.toc(page.path)}}, A Dynamic Linked Table of Contents is Built Automatically Step 10

15. 15 MindTouch Edit View Mode Showing Deki Script at Top of Page Step 11

16. 16 MindTouch Show Blocks Mode Showing Paragraphs of Text Step 12

17. Each Topic in the Table of Contents Has a URL http://semanticommunity.info/Data_Scie nce/Data_Science_for_Semantics#Story http://semanticommunity.info/Data_Scie nce/Data_Science_for_Semantics#Story http://semanticommunity.info/Data_Scie nce/Data_Science_for_Semantics#Slides http://semanticommunity.info/Data_Scie nce/Data_Science_for_Semantics#Slides http://semanticommunity.info/Data_Scie nce/Data_Science_for_Semantics#Spotfir e_Dashboard http://semanticommunity.info/Data_Scie nce/Data_Science_for_Semantics#Spotfir e_Dashboard http://semanticommunity.info/Data_Scie nce/Data_Science_for_Semantics#Resear ch_Notes http://semanticommunity.info/Data_Scie nce/Data_Science_for_Semantics#Resear ch_Notes http://semanticommunity.info/Data_Scie nce/Data_Science_for_Semantics#Seman tics_For_Dummies http://semanticommunity.info/Data_Scie nce/Data_Science_for_Semantics#Seman tics_For_Dummies 17 1.StoryStory 2.SlidesSlides 3.Spotfire DashboardSpotfire Dashboard 4.Research NotesResearch Notes 5.Semantics For DummiesSemantics For Dummies Step 13

18. 18 Spreadsheet MindTouch Table of Contents Index in a Spreadsheet in RDFTriple Format: Subject, Object, and Predicate Step 14

19. 19 Web Player The Spreadsheet is Imported Into Spotfire and a Guided Analytics and Visualizations are Produced Step 15

20. Agenda Learn About Data Science for Semantics, the New Book Semantics for Dummies Special Edition from MarkLogic, and a Cray Graph Appliance Update 6:30 p.m. Welcome and Introduction (New Tutorial and Mentoring) Slides Data Science for SemanticsSlidesData Science for Semantics 6:45 p.m. Semantics For Dummies, MarkLogic Special Edition by Allen Taylor, Matt Allen, Mark Logic Author Semantics For Dummies, MarkLogic Special EditionMatt Allen, Mark Logic Author 7:30 p.m. Brief Member Introductions 7:45 p.m. Invited Presentation: Frederik Salveson, Cray Graph Appliance Update (invited)Frederik SalvesonCray Graph Appliance Update 8:30 p.m. Open Discussion 8:45 p.m. Networking 9:00 p.m. Depart 20 http://www.meetup.com/Federal-Big-Data-Working-Group/events/225670429/

21. 21 http://www.cray.com/products/analytics/urika-gd

22. 22 http://www.cray.com/products/analytics/urika-gd?tab=easy_to_deploy