Oggi i sistemi cognitivi imparano ed interagiscono in modo naturale con le persone, per estendere sia le facoltà proprie che quelle umane. Aiutano gli esperti a prendere decisioni in una frazione del tempo normalmente richiesto, esplorando e penetrando grandi quantità di dati, sia strutturati che non. In questo appuntamento approfondiremo questi temi per scoprire concetti e pensieri del web, analizzare e comprendere i feedback degli utenti, dialogare con gli oggetti che ci circondano anche grazie all’Internet of Things. Tutto questo realizzato su una piattaforma in cloud che permette di creare applicazioni realmente personalizzate.

1. Creare Applicazioni dotate di
intelligenza cognitiva
Fondazione CRUI
lì 28 Aprile 2017

2. 1
• What is cognitive?
• What do you need to transform with Internet of Things?
• Demo some apps + look at code
• Deterministic -> Cognitive
• Build our own app
This session is broken up into 5 parts

3. What is cognitive?

4. “Cognitive computing, a buzzword and
computing concept by IBM, aims at
making human kinds of problems
computable.”
- Wikipedia

5. “Cognitive systems are probabilistic.
They generate not just answers to
numerical problems, but hypotheses,
reasoned arguments and
recommendations about more complex
– and meaningful – bodies of data”
- Dr. John E. Kelly III

6. 5
Cognitive
Machine
Learning
===

7. 6
Cognitive
Machine
Learning

8. 7
Machine
Learning
Data Insight

9. 8
Machine
Learning
Data Insight
Probabilistic Hypotheses & Recommendations

10. 9
Watson

11. 10
Watson

12. 11

13. 12
Cognitive categories

14. Discovery News
Discovery
Conversation Language
Translator
Natural
Language
Classifier
Personality
Insights
Retrieve
and
Rank
Speech
to Text
Text
to Speech
Tone
Analyzer
Visual
Recognition
Natural Language Processing
Text Analytics Image Analytics
Machine Learning
Apache
Spark
Cognitive services

15. 14

16. What do you need to
transform with
Internet of Things?

17. 16
Internet of Things digitizes our world, providing us with prolific amounts of data and new
delivery models that allow business to engage in new value creation

18. 17
IoT is driving Digital Disruption of the Physical World
Accelerating advances
in technology
And transforming every part of business
Advanced analytics
Creating new products
and business models
Improving operations
and lowering costs
Driving engagement and
customer experience
Pervasive connectivity
Embedded sensors
Cloud computing
Product Lifecycle
Management

19. 18
IBM Watson IoT Platform - Connect
Connect and manage devices, networks, and gateways
IBM Watson IoT Platform - Information Management
Integrate information, structured and unstructured, from devices,
people, the Weather and world around us
IBM Watson IoT Platform - Analytics
Gain insights from information using Real-time streaming, Predictive,
Edge and Cognitive analytics
IBM Watson IoT Platform - Risk & Security Management
Ensure you have the ability to visualize and manage your IoT
landscape end-end, manage risk and have trusted sources of IoT data
with innovative technology such as Blockchain
The IBM Watson IoT Platform
Everything you need to transform with the Internet of Things
18

20. 19
Run Your Apps
Choose any language runtime to develop or bring
your own
DevOps
Development, monitoring, deployment and logging
tools allow the developer to run the entire application
APIs and Services
Broad catalog of IBM, 3rd party, and open source, APIs
and services to compose an application in minutes
Cloud Integration
Build hybrid environments. Connect to on-premises
systems of record plus other public and private clouds.
Expose your own APIs to your developers
Built on IBM Cloud (SoftLayer)
No need to worry about provisioning or managing
infrastructure
Composable services development, runtime and operations for your Cognitive and IoT
apps
IBM Bluemix environment for Cognitive & IoT development

21. 20
Demo Apps + look at code

22. * Many thanks to Jonathan Kaufman

23. 22
Client
Node
Discovery
News
Mongo

24. 23
React
Node
DIscovery
News
Mongo
D3

25. 24
Discovery News
Discovery News indexes 300k English articles of news
and blog content each day and is enriched with natural
language processing and visual recognition to allow for
highly targeted search and trend analysis.
• Query the world's news sources and blogs like a
database.
• Retrieve articles that match specific sentiment, keyword,
taxonomy, and more
• Identify key events like acquisitions or personnel changes
• Create trend lines all with a single API call

26. 25
q.enriched.url.enrichedTitle.taxonomy.taxonomy_=|label=elections,score=>0.75|
Query Code example

27. 26

28. 27

29. 28

30. 29
1. Query entities by date
2. Group them by text
3. Average the sentiment
4. Sort by the summed count
5. Limit to an arbitrary number
Then 6 steps of manipulation of the data

31. Deterministic -> Cognitive

32. 31
Hypothetical shopping app

33. 32
Application typically represented by states

34. 33
Application typically represented by states – with different workflows

35. 34
Make it Cognitive

36. 35
A cognitive app is not a state machine anymore

37. 36
How a UI cognitive app should look like

38. Build our own app

39. Thank you
38