Aigents Automatic Intelligent Internet Agents
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1 Aigents Automatic Intelligent Internet Agents for personal analytics in social networks and news relevance assessment for online and social media See everything Help everyone AIGENTS.COM Anton Kolonin, 1
2 Personal Intelligent Agent serves as a crystal ball in the world of social and informational networks, recognizes your preferences, knows your friends and finds what you need News Aigent Steemit Golos.io Me Google+ VKontakte Facebook Friends 2
3 I teach my Aigent while it learns from me It learns from my interactions with friends I adjust my profile and provide feedback It extracts and delivers information having it sorted out by relevance 3
4 News are detected by means of hierarchical patterns recognizable by Aigents pattern matching engine (like pattern for identifying a particular person) Alan Turing: ( ) {[Alan Turing] [Turing, Alan]} [{born DOB [date of birth]} { [June 23, 1912]}] AND NEXT OR NEXT NEXT Alan Turing Turing, Alan OR OR born DOB NEXT date of birth NEXT June 23,
5 News are detected by means of hierarchical patterns recognizable by Aigents pattern matching engine (anything can be expressed as an Aigents pattern ) Human Language (e.g. English): {a abandon /abandon(ed ing)$/ abase zygoma /zygot(e ies ic)$/ zymogen} Abstract entity (e.g. English person): { } [{Ackerley Acton... Zaina Zaire} {Evans Jones... Smith Taylor}] [{Evans Jones... Smith Taylor}, {Ackerley Acton... Zaina Zaire}] Specific instance (e.g. Alan Turing): ( ) {[Alan Turing] [Turing, Alan]} [{born DOB [date of birth]} { [June 23, 1912]}] 5
6 News relevance assessment Context Relevant Science Novelty Culture New Food Sex Sports Left Right Old Irrelevant False Reliability True Importance Miserable Significant Bad Good Sentiment 6
7 Me News relevance assessment Personal and Social relevances Friends 7
8 Personal and social analytics Steemit Golos.io Google+ VKontakte Facebook my interests interests of my friends similar to me best friends fans like and comment me authorities liked by me my karma by periods my words by periods my favorite words my posts liked and commented my best words my words liked and commented words liked by me my posts for the period 8
9 Personal and social analytics - relationships 9
10 Personal and social analytics - interests 10
11 Personal and social analytics - proximity 11
12 Personal and social analytics - dynamics 12
13 Personal analytics based on text with IBM Watson Personality Insights 13
14 Personal analytics and news via Aigents bot on Facebook and Telegram 14
15 Personal analytics, news detection and relevance assessment - problems News detection Automatic deep pattern learning based on implicit (page level) and/or explicit (fragment level) feedback Personal analytics Fine-grained contextual relationships and mutual compatibilities (need model) Psycho-type and values model (need libraries of patterns) Botness detection (need model and libraries of patterns) Relevance assessment Personal experience based Social experience based Text based Author based Source based 15
16 Personal and social analytics botness Bot Detection Criteria: - Literacy - high - Like rate high - Repost rate - high - Complexity - low - Vocabulary poor - Karma low? - what else? 16
17 News relevance assessment Context Relevant Science Novelty Culture New Food Sex Sports Left Right Old Irrelevant False Reliability True Importance Miserable Significant Bad Good Sentiment 17
18 News relevance assessment Text based: Does this text contains signs of relevance or irrelevance? Personal experience based: Do similar news are treated relevant by me? Author based: Does author of this text can be thought as relevant? Social experience based: Do similar news are treated relevant by my friends? Source based: Does sources of this text can be thought as relevant? 18
19 US media bias map ( left-biased view ) 19
20 US media bias map ( right-biased view ) 20
21 Automatic Intelligent Internet Agents See everything Help everyone AIGENTS.COM Video: Google+: Facebook: References: Anton Kolonin, Cell:
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