Pandorabots
description
Transcript of Pandorabots
PandorabotsThe Leader in Chatbot Software
Overview
Quick Tour of:History of ChatterbotsIntroduction to Basic TechnologyApplications GalleryPandorabots internalsPandorabots software components
History
ALICE: An Effort to put updated version of ElizaEliza, the famous therapist botdeveloped by Joseph Weizenbaum in 1966
ALICE
ALICE chatbotA.L.I.C.E. (Artificial Linguistic Internet Computer Entity)
AIML (Aritificial Intelligence Markup Language by A.I Foundation)
Zipf's Law (frequent words and sentences)
Loebner Prize Winner
Turing Test
From Wikipedia:The Turing test is a proposal for a test of a machine's ability to demonstrate intelligence. It proceeds as follows: a human judge engages in a natural language conversation with one human and one machine, each of which tries to appear human. All participants are placed in isolated locations. If the judge cannot reliably tell the machine from the human, the machine is said to have passed the test.
2009 Loebner Contest
A.I. Foundation
– A.L.I.C.E. Artificial Intelligence Foundation– Non-Profit Research Organization– AIML Description:
http://www.alicebot.org/aiml.html– http://www.alicebot.org– AIML is the open-standard for Chatbot
programming
AIML
XML format<category><patten>user input</pattern><template>bot response</template></category>
Fake Captain Kirk
Fake Caption Kirk BotDeveloped by SpellBinder
Fake Captain Kirk on Pandorabots
Second Life Bot
Objects in Second Life Virtual World can be a chatbot
Flash Bot
Tom Riddle's Diary from the Movie Harry Potter
(1:01/1:44)
Tom Riddle's Diary at Pandorabots
Game
www.SmallWorlds.com
Instant Messenger
Jabber(XMPP) bot
Web Navigator
Web Visitor can talk to a Chatbot or an Operator
Blogging
Embedding in the Blog system (Tumblr.com example)
MicroBlog
Twitter, Jaiku, StatusNet, etc....
Web Site Interface
www.Mckinney.com
More Pandorabots
Mitsuku
More Pandorabots
iGod
More Pandorabots
ESL Robots
More Pandorabots
Echelon...
More Pandorabots
Lauren
... and ALICE
ALICE
Pandorabots Web
Web service for Freewww.pandorabots.com926,742,581 pandorabot responses served137,847 Botmasters169,892 Botsdeveloped and written in Common Lisp
Zipfs Law
From Wikipediagiven some corpus of natural language utterances, the frequency of any word is inversely proportional to its rank in the frequency table
(George Kingsley Zipf)
(http://en.wikipedia.org/wiki/Zipf%27s_law)
Graph Representation
AIML categories are stored in Graph
Brain of ALICE
Basic Knowledge of ALICE (25,000 categories)
Botmaster Control
Pandorabot Creationhow to create a pandorabot thru botmaster control
Botmaster Control
Other tutorials:
Pandorabots Components
– A Conversational Engine– A Web-based Interaction Interface
enabling users to interact with pandorabots
– A Programming Interface supporting knowledge development for pandorabots
– Systems supporting automatic knowledge generation for Pandorabots
The Conversational Engine
The Conversational Engine Component is an open-standard AIML engine implemented in Lisp.
In contrast to other open-standard AIML engine implementations, we developed a patented algorithm (independent of the programming-
language implementation) allowing for very efficient processing of simultaneous multiuser conversations between many pandorabots.
The Web-based Interaction
Through the Web-based Interaction Interface Component, the Conversational Engine supports conversational interactions between a variety of front-end programs (e.g. Flash, Jabber, irc, etc) and other web services (e.g. SecondLife). Standard Internet Protocols (http/xmpp, etc)chat through browsersan XML-RPC Application programming InterfaceFlexible to add new service
The Programming Interface
AIML programming code is used to create Conversational Knowledge. Programming Interface provides a software development environment facilitating AIML code development by non-programmers, in addition to supporting rapid development and modification of knowledge.
Browser-based AIML programming environmentKnowledge editing system based on existing conversation logs
Pandorabots Knowledge
Conversational knowledge can be automatically generated from conversational transcripts.This technology component in the programming of Pandorabots Knowledge, enabling automatic/semi-automatic generation of conversational knowledge from dialogues to generate specific character types.
PandoraWriterSpellBinder (US Patent Pending)
Evolution of Learning for AIML
Supervised - Requires Teacher1. Train for Dialog2. Targeting3. Superbot a. Safe AIML Reductions b. Wild + Atomic categories
Evolution of Learning for AIML
Unsupervised - No Teacher
1. Pandora Writer2. <learn>/<eval>3. Reversed AIML - Reversed AIML demo4. SpellBinder
Tweets on Pandorabots
What people say about pandorabots...
Thank You
The end of the Presentation