Difference between revisions of "Chatbot Workshop"
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* Microsoft AI Chatbot gone racist on twitter: https://www.theverge.com/2016/3/24/11297050/tay-microsoft-chatbot-racist | * Microsoft AI Chatbot gone racist on twitter: https://www.theverge.com/2016/3/24/11297050/tay-microsoft-chatbot-racist | ||
− | * say hello to kris: https://www.facebook.com/singaporeair/videos/say-hello-to-kris/299559657442162/ | + | * say hello to kris: https://www.facebook.com/singaporeair/videos/say-hello-to-kris/299559657442162/ - too difficult if you accept all sorts of input and output |
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+ | === FINALLY THE HANDS ON PART === | ||
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+ | We'll be using these two engines: | ||
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+ | * https://www.botengine.ai/ | ||
+ | |||
+ | * https://dialogflow.com/ | ||
+ | |||
+ | THOUGHT PROCESS IN CREATING A CHAT BOT | ||
+ | * Identify the objective and set expectations |
Revision as of 11:14, 30 October 2018
Contents
Talk: Dr Sarita Singh, Info-comm treads: Singapore and Global Landscape
- Agenda: AI, Bitcoin, Cybersecurity, Datamining, Applications of AI (Machine Learning+Chatbot)
- Fun fact: the global ICT industry is almost equivalent to the economy of japan the third largest economy in the world
- Digital transformation is the fourth industrial revolution
- The fourth industrial revolution (digital transformation) is driven by data (through sensorisation)
- mechanisation, water power, steam power
- mass produciton, assembly line, electricity
- computer and automation
- cyber physical systems
- Data protection and data privacy comes to the forefront
Links! Links! Links!
- "Just as electricity transformed almost everything 100 years ago, today I actually have a hard time thinking of an industry that I don’t think AI will transform in the next several years." - Andrew Ng
- Google’s AlphaGo AI wins three-match series against the world’s best Go player
- ALIBABA DEBUTS ‘AI COPYWRITER’
- Google just gave a stunning demo of Assistant making an actual phone call
- https://www.aisingapore.org/
- https://www.blockchain.com/explorer
- https://www.flippening.watch/
Objective of security
- Confidentiality
- Integrity
- Authentication
- Non-repudiation
- Availability
- The nontrivial process of identifying valid, novel, potentially useful, and ultimately understandable patterns in data” (Fayyad, 1996). - Data mining - https://medium.com/@exastax/the-history-of-data-mining-d2aeb0f587ce
- https://www.kdnuggets.com/
Why data mining
- Data explosion
- Decision making issue
- Technology issue
- Knowledge issue
- Data complexity issue
- Data dimensionality issue
- Cost efficiency issue
- Beer and diaper male purchase habits - http://news.bbc.co.uk/2/hi/uk_news/77622.stm
- https://www.indiatimes.com/technology/science-and-future/why-baby-diapers-are-related-to-beer-and-how-artificial-intelligence-may-truly-hold-the-answer-347222.html
- Introducing Amazon Go and the world’s most advanced shopping technology - https://www.youtube.com/watch?v=NrmMk1Myrxc
Hands-on Chatbot building workshop
- Speaker runs: Swag soft, Mixed Realms
- Examples of chatbots: https://www.youtube.com/watch?v=bBOXQz7OHqQ
- State of Chatbot 2018 Report: https://www.drift.com/wp-content/uploads/2018/01/2018-state-of-chatbots-report.pdf
Examples of uses
- SALES CONVERSION - Meet Lego’s Facebook Messenger chatbot Ralph, a helpful alternative to bricks and mortar - https://www.thedrum.com/news/2017/11/23/meet-lego-s-facebook-messenger-chatbot-ralph-helpful-alternative-bricks-and-mortar
- REAL TIME SHARING OF INFORMATION - Bus Uncle - https://www.busuncle.sg/
Misconceptions about chatbots / Chatbot Fails
- bots are smart
- Marvel’s new Spider-Man chat bot doesn’t want to believe Captain America is evil either - Source: https://www.polygon.com/2017/4/20/15371834/secret-empire-spider-man-chatbot-marvel
- Microsoft AI Chatbot gone racist on twitter: https://www.theverge.com/2016/3/24/11297050/tay-microsoft-chatbot-racist
- say hello to kris: https://www.facebook.com/singaporeair/videos/say-hello-to-kris/299559657442162/ - too difficult if you accept all sorts of input and output
FINALLY THE HANDS ON PART
We'll be using these two engines:
THOUGHT PROCESS IN CREATING A CHAT BOT
- Identify the objective and set expectations