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About• CEO DevRain Solutions• CTO Udonors• PhD in Computer Science• Microsoft Regional Director• Microsoft Most Valuable
Professional• The Best Software Architecture
(Ukrainian IT Award)
Apps vs. Messengers
• 3+ million apps in Apple Store and Google Play
• Most smartphone users download zero apps per month http://qz.com/253618/most-smartphone-users-download-zero-apps-per-month/
• 80% of time users spend in 3 apps
• Top is a place for “big players”
• < 2% in top – new publishers• WhatsApp 1 billion users,• Facebook Messenger – 900
million• WeChat – 700 mln• Messaging apps are now bigger
than social networks http://www.businessinsider.com/the-messaging-app-report-2015-11?IR=T
Bots in real lifeX2AI from Silicon Valley created a bot for helping Syrian refugees in Lebanon http://www.techinsider.io/psychotherapy-bot-in-middle-east-2016-3
A 19-year-old made a free robot lawyer that has appealed $3 million in parking tickets http://www.techinsider.io/joshua-browder-bot-for-parking-tickets-2016-2
AI dialogs
• Using Natural Language Processing for understanding human language
Why bots?
1. Existing infrastructure
2. Cheap solution3. Easy to develop4. Familiar UX/UI
Basic usage
Predefined set of commands, forms and flows.
Advanced usage
Bot Framework is a Microsoft-operated service and an SDK.
Bot Framework
Bot Framework is one of many tools Microsoft offers for building a complete bot.
www.botframework.com
Others include: LUIS, Speech APIs, Azure, more
Microsoft Bot Framework
Microsoft Bot Framework1. Download and install the
Bot Application template2. Building your Bot3. Use the Bot Framework
Emulator to test your Bot application
Bot registration
Configuring Channels
Intelligence
Natural Language ProcessingNatural language processing is a field of computer science, artificial intelligence, and computational linguistics concerned with the interactions between computers and human (natural) languages. As such, NLP is related to the area of human–computer interaction.
• Parsing• Text segmentation• Part-of-speech tagging• Text chunking• Compound term
processing• Collocation extraction• Stemming• Lemmatisation• Named-entity recognition
Named Entity Recognition
NER/NLP1. OpenCalais
https://www.opencalais.com/opencalais-demo/
2. Dbpedia Spotlight3. AlchemyAPI 4. BitextAPI
https://www.bitext.com/text-analysis-api/
5. CogitoAPI http://www.cogitoapi.com/ 6. Entitizer (Romanian, Russian, Bulgarian,
Hungarian) http://klangoo.com/search.aspx
7. Magnet by Klangoo (40+ languages, including Klingon ...) http://klangoo.com/search.aspx
8. MeaningCloud http://www.meaningcloud.com/
9. Ingen.io https://www.quora.com/topic/Ingen-io
10. Rosette (many European, Middle Eastern and Asian languages) https://developer.rosette.com/
11. Saplo https://www.quora.com/topic/Saplo-company
12. Semantria https://www.quora.com/topic/Semantria
13. Aylien.com http://aylien.com/ 14. TextRazor https://www.textrazor.com/ 15. Wolfram Alpha
https://www.wolframalpha.com/16. Microsoft Cognitive Services & Azure ML
https://www.microsoft.com/cognitive-services/en-us/apis
17. https://github.com/search?utf8=%E2%9C%93&q=Named+Entity+Recognition
18. https://cloud.google.com/Natural_Language
OpenCalais & Dbpedia
Wit.ai•Language Understanding Intelligent Service (beta)
LuisLanguage Understanding Intelligent Service (beta) https://www.luis.ai
•Language Understanding Intelligent Service (beta)
Cognitive Services•Language Understanding Intelligent Service (beta)
Azure Machine Learning (NER)Microsoft Azure Machine Learning Studio is a collaborative, drag-and-drop tool you can use to build, test, and deploy predictive analytics solutions on your data.
•Language Understanding Intelligent Service (beta)
Oleksandr KrakovetskyiCEO, DevRain Solutions
[email protected] https://www.facebook.com/alex.krakovetskiy @msugvnua
Questions?
