Processing Near Real-Time Global Vessel Data

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exactEarth describes its close work with Safe to allow the seamless integration of exactAIS global vessel data that is managed and processed through FME 2014.

Technologie Business

CONNECT. TRANSFORM. AUTOMATE.
Using Safe FME to ETL Near Real-
Time Global Ship Tracking Geodata
Taylor Nicholls
Product Manager, exactEarth Ltd.

exactEarth Tracks Ships
CONNECT. TRANSFORM. AUTOMATE.

How Do We Track Ships?
CONNECT. TRANSFORM. AUTOMATE.

What Data is Collected?
!  NMEA v.4 Automatic Identification System (AIS)
CONNECT. TRANSFORM. AUTOMATE.
c:1376505330*5A!AIVDM,1,1,,B,15BVJ@001UImQG1i3cS:g`Vt1W3h,0*10
c:1376505331*5B!AIVDM,1,1,,B,13F;ER7Oh9ImjK3hFw10A1i008Bm,0*04
c:1376505332*58!AIVDM,1,1,,A,13EWsr000tIiR25h;oRSL2k206B<,0*64
c:1376505332*58!AIVDM,1,1,,B,34WN660viTG<dVcm<c7cG93000wh,0*6E
c:1376505333*59!AIVDM,1,1,,B,33F86P7P0Rq8;@uf>ucM3gw42C9C,0*60
c:1376505334*5E!AIVDM,1,1,,A,33F;ER7Oh9ImjK3hFw2P7Ai60200,0*43
MMSI
Msg
Type
Time
Channel
SOG
Longitude
La9tude

355048000
1
20130814_183530
B
10.1
-‐86.1752
-‐26.1139

224581000
1
20130814_183531
B
0.9
-‐86.11695833
-‐27.33439333

224001000
1
20130814_183532
A
6
-‐87.04671667
-‐27.63795667

309823000
3
20130814_183532
B
10
-‐123.0554317
-‐18.87781667

224528000
3
20130814_183533
B
3.4
-‐96.08101667
-‐31.04867167

224581000
3
20130814_183534
A
0.9
-‐86.11695833
-‐27.33438333

How Much Data is Collected?
!  5,000,000 satellite and coastal messages / day
!  > 100,000 ships
CONNECT. TRANSFORM. AUTOMATE.

Customer Challenges &
Solution
!  TCP/IP data stream
!  NMEA v.4 binary format
!  Millions of messages
!  How to decode and transform
!  How to store and use data
!  Enter… FME 2014
!  Supports NMEA Automatic Identification System
(AIS Data)
CONNECT. TRANSFORM. AUTOMATE.

FME & AIS How-to 101
!  Connect
!  TCP/IP
!  Transform
!  AIS to 325 different formats
!  Automate
!  Workspace w/ WorkspaceRunner loops main
Workspace
!  … Repeat 5,000,000 times / day
CONNECT. TRANSFORM. AUTOMATE.

Thank You!
!  Questions?
!  For more information:
!  Taylor Nicholls, taylor.nicholls@exactearth.com
!  exactEarth Limited
!  www.exactearth.com
CONNECT. TRANSFORM. AUTOMATE.

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Sara Mae O’Brien Scott and Tatiana Baquero Cakici, Senior Consultants at Enterprise Knowledge (EK), presented “AI Fast Track to Search-Focused AI Solutions” at the Information Architecture Conference (IAC24) that took place on April 11, 2024 in Seattle, WA. In their presentation, O’Brien-Scott and Cakici focused on what Enterprise AI is, why it is important, and what it takes to empower organizations to get started on a search-based AI journey and stay on track. The presentation explored the complexities of enterprise search challenges and how IA principles can be leveraged to provide AI solutions through the use of a semantic layer. O’Brien-Scott and Cakici showcased a case study where a taxonomy, an ontology, and a knowledge graph were used to structure content at a healthcare workforce solutions organization, providing personalized content recommendations and increasing content findability. In this session, participants gained insights about the following: Most common types of AI categories and use cases; Recommended steps to design and implement taxonomies and ontologies, ensuring they evolve effectively and support the organization’s search objectives; Taxonomy and ontology design considerations and best practices; Real-world AI applications that illustrated the value of taxonomies, ontologies, and knowledge graphs; and Tools, roles, and skills to design and implement AI-powered search solutions.

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1. CONNECT. TRANSFORM. AUTOMATE. Using Safe FME to ETL Near Real- Time Global Ship Tracking Geodata Taylor Nicholls Product Manager, exactEarth Ltd.

2. exactEarth Tracks Ships CONNECT. TRANSFORM. AUTOMATE.

3. How Do We Track Ships? CONNECT. TRANSFORM. AUTOMATE.

4. What Data is Collected? !  NMEA v.4 Automatic Identification System (AIS) CONNECT. TRANSFORM. AUTOMATE. c:1376505330*5A!AIVDM,1,1,,B,15BVJ@001UImQG1i3cS:g`Vt1W3h,0*10 c:1376505331*5B!AIVDM,1,1,,B,13F;ER7Oh9ImjK3hFw10A1i008Bm,0*04 c:1376505332*58!AIVDM,1,1,,A,13EWsr000tIiR25h;oRSL2k206B<,0*64 c:1376505332*58!AIVDM,1,1,,B,34WN660viTG<dVcm<c7cG93000wh,0*6E c:1376505333*59!AIVDM,1,1,,B,33F86P7P0Rq8;@uf>ucM3gw42C9C,0*60 c:1376505334*5E!AIVDM,1,1,,A,33F;ER7Oh9ImjK3hFw2P7Ai60200,0*43 MMSI Msg Type Time Channel SOG Longitude La9tude 355048000 1 20130814_183530 B 10.1 -‐86.1752 -‐26.1139 224581000 1 20130814_183531 B 0.9 -‐86.11695833 -‐27.33439333 224001000 1 20130814_183532 A 6 -‐87.04671667 -‐27.63795667 309823000 3 20130814_183532 B 10 -‐123.0554317 -‐18.87781667 224528000 3 20130814_183533 B 3.4 -‐96.08101667 -‐31.04867167 224581000 3 20130814_183534 A 0.9 -‐86.11695833 -‐27.33438333

5. How Much Data is Collected? !  5,000,000 satellite and coastal messages / day !  > 100,000 ships CONNECT. TRANSFORM. AUTOMATE.

6. Customer Challenges & Solution !  TCP/IP data stream !  NMEA v.4 binary format !  Millions of messages !  How to decode and transform !  How to store and use data !  Enter… FME 2014 !  Supports NMEA Automatic Identification System (AIS Data) CONNECT. TRANSFORM. AUTOMATE.

7. FME & AIS How-to 101 !  Connect !  TCP/IP !  Transform !  AIS to 325 different formats !  Automate !  Workspace w/ WorkspaceRunner loops main Workspace !  … Repeat 5,000,000 times / day CONNECT. TRANSFORM. AUTOMATE.

8. Demo CONNECT. TRANSFORM. AUTOMATE.

9. Thank You! !  Questions? !  For more information: !  Taylor Nicholls, taylor.nicholls@exactearth.com !  exactEarth Limited !  www.exactearth.com CONNECT. TRANSFORM. AUTOMATE.

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