Este documento presenta una guía para directores y supervisores sobre la elaboración del Informe de cumplimiento de responsabilidades profesionales de docentes como parte de su Evaluación del Desempeño. Explica el marco normativo de la evaluación, sus propósitos y etapas, con énfasis en la Etapa 1. Además, describe los aspectos a evaluar en dicho informe y su estructura. El objetivo es identificar el grado de cumplimiento de las responsabilidades inherentes a la profesión docente.
This document introduces KPICalc, a novel wastewater treatment plant (WWTP) benchmarking methodology for Ireland. KPICalc allows for:
1) Accurate and reliable collection of WWTP data
2) Fast calculation and reporting of key performance indicators (KPIs)
3) Identification of comparable WWTPs
It is presented as an Excel-based toolkit that can automatically select KPIs, calculate KPIs, and generate dashboard and PDF reports for benchmarking analysis. However, as an Excel tool it cannot automatically compare results across multiple WWTPs without a stronger database platform.
Additionally, a related WWTP Banding Decision Support Tool is introduced, which allows users
- The document presents improved upper bounds on the number of iterations required for two policy iteration algorithms, Howard's PI and Simplex-PI, to converge to the optimal policy for a Markov decision process.
- For a fixed discount factor γ < 1, the author shows Howard's PI converges in O(nm/γ log(1/γ)) iterations and Simplex-PI converges in O(n^2m/γ log(1/γ)) iterations, improving previous bounds by a factor of O(log n).
- Under some structural assumptions about state transition times, the author presents a bound of O(n^3m^2ttr) iterations for Simplex-PI that is independent of the
1) The author argues that recent revivals have become more superficial, with converts exhibiting less spiritual depth and strength of character.
2) One cause is that modern preaching does not sufficiently probe the depths of human depravity and guilt. Less emphasis is placed on exposing the pride, enmity, and deceitfulness of the human heart.
3) Another issue is that not enough stress is placed on humanity's complete dependence on divine influence. This neglect grieves the Spirit and results in superficial conversions lacking recognition of the Holy Spirit.
4) The author also warns against encouraging unhealthy levels of emotional excitement in revivals. High excitement obscures rational thinking and leads people to mistake feeling for true religion
Антон Колонин "О создании программных агентов для "интернета вещей"AINL Conferences
Конвергенция таких современных IT-трендов как "интернет вещей" (internet of things), "глобальная смысловая сеть" (semantic web, "things instead of strings") и робототехника приводит к созданию нового поколения программных агентов. Эти агенты будут способны автономно функционировать в глобальной сети, соединяющей как людей, так и устройства самого разного рода. Им нужно будет обладать способностями адаптивного интеллекта, позволяющими производить обучение агентов применительно к конкретным задачам пользователей в различных прикладных областях, оперируя со смысловыми сетями ("графами знаний") – как загружаемыми пользователями-людьми и другими агентами-корреспондентами, так и достраиваемыми в ходе взаимодействия с окружающем миром. В рамках проекта Aigents, создается среда интеллектуальных агентов для поиска информации в интернете. Каждый агент включает семантическую базу данных, развитую систему управления онтологиями, возможности интеллектуальной адаптации, а также - языковый интерфейс, позволяющий агентам взаимодействовать как друг с другом, так и с пользователями.
Software Agents for Internet of Things - at AINL 2014Anton Kolonin
The Aigents software platform allows Internet users to receive timely and personalized information from across the web and their communities through intelligent agents. These agents utilize distributed semantic search and learn from user feedback to deliver precisely relevant results while connecting users within social networks. The platform is available via various devices and as free or paid services hosted by communities and businesses.
Este documento presenta una guía para directores y supervisores sobre la elaboración del Informe de cumplimiento de responsabilidades profesionales de docentes como parte de su Evaluación del Desempeño. Explica el marco normativo de la evaluación, sus propósitos y etapas, con énfasis en la Etapa 1. Además, describe los aspectos a evaluar en dicho informe y su estructura. El objetivo es identificar el grado de cumplimiento de las responsabilidades inherentes a la profesión docente.
This document introduces KPICalc, a novel wastewater treatment plant (WWTP) benchmarking methodology for Ireland. KPICalc allows for:
1) Accurate and reliable collection of WWTP data
2) Fast calculation and reporting of key performance indicators (KPIs)
3) Identification of comparable WWTPs
It is presented as an Excel-based toolkit that can automatically select KPIs, calculate KPIs, and generate dashboard and PDF reports for benchmarking analysis. However, as an Excel tool it cannot automatically compare results across multiple WWTPs without a stronger database platform.
Additionally, a related WWTP Banding Decision Support Tool is introduced, which allows users
- The document presents improved upper bounds on the number of iterations required for two policy iteration algorithms, Howard's PI and Simplex-PI, to converge to the optimal policy for a Markov decision process.
- For a fixed discount factor γ < 1, the author shows Howard's PI converges in O(nm/γ log(1/γ)) iterations and Simplex-PI converges in O(n^2m/γ log(1/γ)) iterations, improving previous bounds by a factor of O(log n).
- Under some structural assumptions about state transition times, the author presents a bound of O(n^3m^2ttr) iterations for Simplex-PI that is independent of the
1) The author argues that recent revivals have become more superficial, with converts exhibiting less spiritual depth and strength of character.
2) One cause is that modern preaching does not sufficiently probe the depths of human depravity and guilt. Less emphasis is placed on exposing the pride, enmity, and deceitfulness of the human heart.
3) Another issue is that not enough stress is placed on humanity's complete dependence on divine influence. This neglect grieves the Spirit and results in superficial conversions lacking recognition of the Holy Spirit.
4) The author also warns against encouraging unhealthy levels of emotional excitement in revivals. High excitement obscures rational thinking and leads people to mistake feeling for true religion
Антон Колонин "О создании программных агентов для "интернета вещей"AINL Conferences
Конвергенция таких современных IT-трендов как "интернет вещей" (internet of things), "глобальная смысловая сеть" (semantic web, "things instead of strings") и робототехника приводит к созданию нового поколения программных агентов. Эти агенты будут способны автономно функционировать в глобальной сети, соединяющей как людей, так и устройства самого разного рода. Им нужно будет обладать способностями адаптивного интеллекта, позволяющими производить обучение агентов применительно к конкретным задачам пользователей в различных прикладных областях, оперируя со смысловыми сетями ("графами знаний") – как загружаемыми пользователями-людьми и другими агентами-корреспондентами, так и достраиваемыми в ходе взаимодействия с окружающем миром. В рамках проекта Aigents, создается среда интеллектуальных агентов для поиска информации в интернете. Каждый агент включает семантическую базу данных, развитую систему управления онтологиями, возможности интеллектуальной адаптации, а также - языковый интерфейс, позволяющий агентам взаимодействовать как друг с другом, так и с пользователями.
Software Agents for Internet of Things - at AINL 2014Anton Kolonin
The Aigents software platform allows Internet users to receive timely and personalized information from across the web and their communities through intelligent agents. These agents utilize distributed semantic search and learn from user feedback to deliver precisely relevant results while connecting users within social networks. The platform is available via various devices and as free or paid services hosted by communities and businesses.
Make your solution see, hear and talk, leveraging artificial intelligence services based on deep learning and neural networks. We will discover three new AI tools from AWS - Lex, Polly and Rekognition; integrated with AWS IoT and a physical world device for human interaction and environmental awareness.
Sviluppare applicazioni voice-first con AWS e Amazon AlexaAmazon Web Services
Come possiamo sviluppare applicazioni che siano allo stesso tempo scalabili, manutenibili, cost-effective, intelligenti e voice-first? La suite di servizi AWS basati su Machine Learning e Deep Learning offre ad ogni sviluppatore la possibilità di integrare funzionalità avanzate di riconoscimento vocale, comprensione del linguaggio naturale, rendering audio e traduzione automatica.
In questo webinar, Alex ed Arianna discuteranno le tecniche e le best practice per implementare interfacce vocali tramite i servizi AWS. Arianna, technical evangelist per Amazon Alexa, introdurrà Alexa e mostrerà come sviluppare esperienze vocali per quest’ultima.
This document discusses using social media as a "soft sensor" for intelligent infrastructure and human-centric cyber-physical systems. It outlines how natural language processing and emotion mining of social media posts can provide insights into public safety, transportation, and healthcare. The document also describes TCS's RIPSAC IoT platform and how it could integrate social media analytics technologies to power applications in various domains. TCS has innovation labs conducting research in areas like social media analytics and academic collaborations to foster joint innovation.
This document discusses using social media as a "soft sensor" for intelligent infrastructure and human-centric cyber-physical systems. It outlines how natural language processing and emotion mining of social media posts can provide insights into public safety, transportation, and healthcare. The document also describes TCS's RIPSAC IoT platform and how it could integrate social media analytics technologies to power applications in various domains. TCS has innovation labs conducting research in areas like social media analytics and academic collaborations to foster joint innovation.
1 CELI – Language and Information Gennaio 2014
2 We develop software solutions based on (NLP) Natural Language Processing
3 CELI’s offices, Countries in which we operate, Years of experience, People, Active customers, Business lines
4 Partners in Academia, Research projects, Published scientific papers
Close relationship with scientific community
5 From 1999 to 2013
6 Clients: semantic solutions, Speech Technology, Blogmeter
7 NLP solutions
8 NLP technology: Comprehensive suite of multilingual components and resource
9 Linguistic processing and annotation
10 From text to Knowledge
11 Meaningful intelligence from unstructured information
12 Speech technology: Comprehensive suite of multilingual components and resources for text processing in Voice application (Text To Speech)
13 Contribution to TTS development:Consulting and technologies
14 Semantic solutions
15 Semantic Search: Enterprise Semantic Search solution for document system and knowledge management systems
16 Linked Data for Semantic Search: Creation-ReUse of multilingual ontologies,Linking to LOD resources,Deploying LOD
17 Linked (Open) Data for Enterprise Search
18 Semantic Search Platform
19 Customer Voice Analytics: Automatic classification of customer surveys (answers to open questions) and verbatim (customer cases or call transcriptios)
20-21 Multilingual management of verbatim coding
22 Product lines (Blogmeter, Crosslibrary)
23 Social Media Monitoring, Analytics & Management Tools per Aziende & Agenzie.
24 Blogmeter: Leader in Italia nella social media intelligence,Tecnologie d’avanguardia per la social intelligence
25 Digital Humanities e Scuola Digitale
26 Leggere i classici usando il digitale
27 I Promessi sposi e Pinocchio
28 Grazie per l’attenzione!
29 Vittorio Di Tomaso ditomaso@celi.it
Clearly Innovative Inc a mobile development Capabilities. We are a minority owned development agency based in washington dc. We have clients of all sizes and look forward to discussing you enterprise or B2C solution
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Aspyre IO is an AI powered collaboration and knowledge management platform. Users input their aspirations and plans, and Aspyre IO will help them successfully execute.
This document outlines a six-step framework for growing a career as a freelance educator. The steps are: 1) Embrace the ethos of the bottom-up, user-generated web; 2) Leverage digital skills like risk-taking, emergence, and systems thinking; 3) Find a niche project that combines one's interests and market needs; 4) Build an online platform through social media engagement; 5) Equip one's toolbox with synchronous and asynchronous teaching tools; and 6) Build an authentic community through responsive communication. Examples are provided of educators who have successfully applied this framework.
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IBM Cloud Artificial Intelligence : A Comprehensive OverviewSatyajit Panda
This is a presentation on IBM cloud AI capabilities I have given in 2018 to a group of worldwide architects.It's a little old so verify on the progress before you make any assumptions.I am sharing in the hope that someone may learn something from this or it may be useful to someone.
This document summarizes an event organized by Pantech Solutions and the Institution of Electronics and Telecommunication (IETE) on the future of artificial intelligence. The event featured several presentations and demos on topics related to AI, including computer vision with deep learning, natural language processing, machine and deep learning, AI applications in various domains like medical, agriculture, autonomous vehicles, and brain-computer interfaces. It also discussed topics like machine learning, deep learning, AI safety concerns, and examples of AI applications in areas like search engines, social media, e-commerce, music and more. The agenda included presentations on object recognition with YOLO, brain enhancement with BCI technology, and a Python AI demo.
Presented this at Mobility LIVE! in Atlanta on Sep'24th 2014 on the topic "Cognitive Internet of Things (IoT) : Making Devices Intelligent" which was under the theme OVER THE HORIZON. The theme of the session was to present a view point on how IoT apps / solutions can harness cognitive computing services & capabilities from IBM Watson and hence become intelligent.
This document summarizes Carolyn Jao's experience as a UX designer. It includes descriptions of various projects she has worked on, such as designing an emergency alert system for the Oscar Health app and a video uploader feature for Twitch. For each project, it provides details on her role, the design process undertaken, including user research, prototyping, and testing. The document demonstrates Carolyn's breadth of experience across different domains and emphasis on user-centered design.
HSAMI EU Lunch Series Convergence of Revenue Management and Marketing for Hot...Loren Gray, CHDM
The document summarizes Loren Gray's presentation at the HSMAI EU conference on converging revenue and marketing practices. The presentation covers: defining the goals and audiences for different marketing efforts; setting timelines for content creation, distribution, and tracking; and reviewing tools that can be used for marketing strategy and implementation, including analytics, social media, graphics, and scheduling tools. The presentation aims to provide guidance on effectively combining revenue management, marketing, sales, and other practices through real-world case studies and processes.
Understanding User Behavior with Google Analytics.pdfSEO Article Boost
Unlocking the full potential of Google Analytics is crucial for understanding and optimizing your website’s performance. This guide dives deep into the essential aspects of Google Analytics, from analyzing traffic sources to understanding user demographics and tracking user engagement.
Traffic Sources Analysis:
Discover where your website traffic originates. By examining the Acquisition section, you can identify whether visitors come from organic search, paid campaigns, direct visits, social media, or referral links. This knowledge helps in refining marketing strategies and optimizing resource allocation.
User Demographics Insights:
Gain a comprehensive view of your audience by exploring demographic data in the Audience section. Understand age, gender, and interests to tailor your marketing strategies effectively. Leverage this information to create personalized content and improve user engagement and conversion rates.
Tracking User Engagement:
Learn how to measure user interaction with your site through key metrics like bounce rate, average session duration, and pages per session. Enhance user experience by analyzing engagement metrics and implementing strategies to keep visitors engaged.
Conversion Rate Optimization:
Understand the importance of conversion rates and how to track them using Google Analytics. Set up Goals, analyze conversion funnels, segment your audience, and employ A/B testing to optimize your website for higher conversions. Utilize ecommerce tracking and multi-channel funnels for a detailed view of your sales performance and marketing channel contributions.
Custom Reports and Dashboards:
Create custom reports and dashboards to visualize and interpret data relevant to your business goals. Use advanced filters, segments, and visualization options to gain deeper insights. Incorporate custom dimensions and metrics for tailored data analysis. Integrate external data sources to enrich your analytics and make well-informed decisions.
This guide is designed to help you harness the power of Google Analytics for making data-driven decisions that enhance website performance and achieve your digital marketing objectives. Whether you are looking to improve SEO, refine your social media strategy, or boost conversion rates, understanding and utilizing Google Analytics is essential for your success.
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Make your solution see, hear and talk, leveraging artificial intelligence services based on deep learning and neural networks. We will discover three new AI tools from AWS - Lex, Polly and Rekognition; integrated with AWS IoT and a physical world device for human interaction and environmental awareness.
Sviluppare applicazioni voice-first con AWS e Amazon AlexaAmazon Web Services
Come possiamo sviluppare applicazioni che siano allo stesso tempo scalabili, manutenibili, cost-effective, intelligenti e voice-first? La suite di servizi AWS basati su Machine Learning e Deep Learning offre ad ogni sviluppatore la possibilità di integrare funzionalità avanzate di riconoscimento vocale, comprensione del linguaggio naturale, rendering audio e traduzione automatica.
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This document discusses using social media as a "soft sensor" for intelligent infrastructure and human-centric cyber-physical systems. It outlines how natural language processing and emotion mining of social media posts can provide insights into public safety, transportation, and healthcare. The document also describes TCS's RIPSAC IoT platform and how it could integrate social media analytics technologies to power applications in various domains. TCS has innovation labs conducting research in areas like social media analytics and academic collaborations to foster joint innovation.
This document discusses using social media as a "soft sensor" for intelligent infrastructure and human-centric cyber-physical systems. It outlines how natural language processing and emotion mining of social media posts can provide insights into public safety, transportation, and healthcare. The document also describes TCS's RIPSAC IoT platform and how it could integrate social media analytics technologies to power applications in various domains. TCS has innovation labs conducting research in areas like social media analytics and academic collaborations to foster joint innovation.
1 CELI – Language and Information Gennaio 2014
2 We develop software solutions based on (NLP) Natural Language Processing
3 CELI’s offices, Countries in which we operate, Years of experience, People, Active customers, Business lines
4 Partners in Academia, Research projects, Published scientific papers
Close relationship with scientific community
5 From 1999 to 2013
6 Clients: semantic solutions, Speech Technology, Blogmeter
7 NLP solutions
8 NLP technology: Comprehensive suite of multilingual components and resource
9 Linguistic processing and annotation
10 From text to Knowledge
11 Meaningful intelligence from unstructured information
12 Speech technology: Comprehensive suite of multilingual components and resources for text processing in Voice application (Text To Speech)
13 Contribution to TTS development:Consulting and technologies
14 Semantic solutions
15 Semantic Search: Enterprise Semantic Search solution for document system and knowledge management systems
16 Linked Data for Semantic Search: Creation-ReUse of multilingual ontologies,Linking to LOD resources,Deploying LOD
17 Linked (Open) Data for Enterprise Search
18 Semantic Search Platform
19 Customer Voice Analytics: Automatic classification of customer surveys (answers to open questions) and verbatim (customer cases or call transcriptios)
20-21 Multilingual management of verbatim coding
22 Product lines (Blogmeter, Crosslibrary)
23 Social Media Monitoring, Analytics & Management Tools per Aziende & Agenzie.
24 Blogmeter: Leader in Italia nella social media intelligence,Tecnologie d’avanguardia per la social intelligence
25 Digital Humanities e Scuola Digitale
26 Leggere i classici usando il digitale
27 I Promessi sposi e Pinocchio
28 Grazie per l’attenzione!
29 Vittorio Di Tomaso ditomaso@celi.it
Clearly Innovative Inc a mobile development Capabilities. We are a minority owned development agency based in washington dc. We have clients of all sizes and look forward to discussing you enterprise or B2C solution
Putting Music in Context: Improving the listening experience through context-...Jini
Improving the listening experience through context-aware discovery. (2013) - Download the 'Putting Music in Context' whitepaper for free at http://enterprise.jini.co
The document discusses unlocking the power of social media using cloud computing. It provides an agenda for a presentation or workshop including an introduction to social media analytics, live demos of creating blob storage and logic apps in Azure, and applying sentiment analysis. The document also discusses the importance of social media analytics and provides information about Azure sentiment analysis using logic apps and function apps.
Aspyre IO is an AI powered collaboration and knowledge management platform. Users input their aspirations and plans, and Aspyre IO will help them successfully execute.
This document outlines a six-step framework for growing a career as a freelance educator. The steps are: 1) Embrace the ethos of the bottom-up, user-generated web; 2) Leverage digital skills like risk-taking, emergence, and systems thinking; 3) Find a niche project that combines one's interests and market needs; 4) Build an online platform through social media engagement; 5) Equip one's toolbox with synchronous and asynchronous teaching tools; and 6) Build an authentic community through responsive communication. Examples are provided of educators who have successfully applied this framework.
Art Center Interactive Design 4 - #1 Intro to UXJoy Liu
This document provides an overview of user experience (UX) design. It discusses the different roles in UX like information architecture and interaction design. It explains that UX focuses on the end user and involves stakeholders, clients, customers, and developers. UX is about usability and ensuring a product is useful to the user. The document outlines various aspects of UX like affordances, utility, and mobile UX differences. It provides examples of app redesign projects and prompts students to select apps to redesign for a class project on improving the user experience.
IBM Cloud Artificial Intelligence : A Comprehensive OverviewSatyajit Panda
This is a presentation on IBM cloud AI capabilities I have given in 2018 to a group of worldwide architects.It's a little old so verify on the progress before you make any assumptions.I am sharing in the hope that someone may learn something from this or it may be useful to someone.
This document summarizes an event organized by Pantech Solutions and the Institution of Electronics and Telecommunication (IETE) on the future of artificial intelligence. The event featured several presentations and demos on topics related to AI, including computer vision with deep learning, natural language processing, machine and deep learning, AI applications in various domains like medical, agriculture, autonomous vehicles, and brain-computer interfaces. It also discussed topics like machine learning, deep learning, AI safety concerns, and examples of AI applications in areas like search engines, social media, e-commerce, music and more. The agenda included presentations on object recognition with YOLO, brain enhancement with BCI technology, and a Python AI demo.
Presented this at Mobility LIVE! in Atlanta on Sep'24th 2014 on the topic "Cognitive Internet of Things (IoT) : Making Devices Intelligent" which was under the theme OVER THE HORIZON. The theme of the session was to present a view point on how IoT apps / solutions can harness cognitive computing services & capabilities from IBM Watson and hence become intelligent.
This document summarizes Carolyn Jao's experience as a UX designer. It includes descriptions of various projects she has worked on, such as designing an emergency alert system for the Oscar Health app and a video uploader feature for Twitch. For each project, it provides details on her role, the design process undertaken, including user research, prototyping, and testing. The document demonstrates Carolyn's breadth of experience across different domains and emphasis on user-centered design.
HSAMI EU Lunch Series Convergence of Revenue Management and Marketing for Hot...Loren Gray, CHDM
The document summarizes Loren Gray's presentation at the HSMAI EU conference on converging revenue and marketing practices. The presentation covers: defining the goals and audiences for different marketing efforts; setting timelines for content creation, distribution, and tracking; and reviewing tools that can be used for marketing strategy and implementation, including analytics, social media, graphics, and scheduling tools. The presentation aims to provide guidance on effectively combining revenue management, marketing, sales, and other practices through real-world case studies and processes.
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Learn how to measure user interaction with your site through key metrics like bounce rate, average session duration, and pages per session. Enhance user experience by analyzing engagement metrics and implementing strategies to keep visitors engaged.
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Understand the importance of conversion rates and how to track them using Google Analytics. Set up Goals, analyze conversion funnels, segment your audience, and employ A/B testing to optimize your website for higher conversions. Utilize ecommerce tracking and multi-channel funnels for a detailed view of your sales performance and marketing channel contributions.
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Aigents Platform - Intelligent Findings on the Web
1. Aigents Platform:
Intelligent Findings
on the Web
Find and Share
Your self with Peer
AIGENTS.COM
AINL-2014, Aigents : Find and Share 1
2. Aigents : Introduction
The Aigents software platform
enables each internet user to start getting information timely and intelligently,
with precise account to personal preferences and social connections
using distributed semantic search technology within ecosystem of personal
devices and peer-to-peer servers hosted by communities and companies
(available as free or premium software packages and service subscriptions).
The Aigents software platform
enables each internet user to start getting information timely and intelligently,
with precise account to personal preferences and social connections
using distributed semantic search technology within ecosystem of personal
devices and peer-to-peer servers hosted by communities and companies
(available as free or premium software packages and service subscriptions).
Web & community
User
Get intelligent
and specific
news timely Aigent
Request specific things
of permanent interest
anywhere on the web
and in the community
User
AINL-2014, Aigents : Find and Share 2
User
User
User
3. For clients:
Personal agents of intelligent web search for users;
Federated active search in communities of users.
For businesses and organizations:
Collaborative knowledge discovery and decision making
for corporate users and national/local communities.
For clients:
Personal agents of intelligent web search for users;
Federated active search in communities of users.
For businesses and organizations:
Collaborative knowledge discovery and decision making
for corporate users and national/local communities.
Web & community
User
Get intelligent
and specific
news timely Aigent
Request specific things
of permanent interest
anywhere on the web
and in the community
User
AINL-2014, Aigents : Find and Share 3
User
User
User
Aigents : Value proposition
4. Aigents : Competitive advantages
Automatic, time-critical updates - personal web crawler, alerts to email/phone
Personalized search experience - customized list of sites and search topics
Social collaboration - sharing news with relatives, friends and colleagues
Semantics extracted from texts – from simple templates to complex patterns
Intelligent trainable software agent - experiential learning by user feedback
Automatic, time-critical updates - personal web crawler, alerts to email/phone
Personalized search experience - customized list of sites and search topics
Social collaboration - sharing news with relatives, friends and colleagues
Semantics extracted from texts – from simple templates to complex patterns
Intelligent trainable software agent - experiential learning by user feedback
Web & community
User
Get intelligent
and specific
news timely Aigent
Request specific things
of permanent interest
anywhere on the web
and in the community
User
AINL-2014, Aigents : Find and Share 4
User
User
User
5. Aigents : Requirements
Possess proprietary belief as internal
ontology or “world view” – as structured
knowledge about environment including
peer things and beings
Capable of adaptive behavior –
experiential self-learning in course of
interaction with environment and other
peers
Communication with peers by means of
“open” (non-protocol) extensible linguistic
interface
AINL-2014, Aigents : Find and Share 5
6. Goal : Adaptive behavior
Artificial General Intelligence (AGI) – as
ability to derive complex proprietary belief
and behavioral schemata corresponding to
given environment, provided with minimal
“bootstrapping” (“seed”) belief and
schemata.
“Toddler Turing test” - building the world
view and behavioral (conversational for
given instance) schemata based on on self-learning
with experiential feedback from the
environment.
AINL-2014, Aigents : Find and Share 6
7. A Must : Internal ontology
Representing knowledge in graphs –
semantic database
Support for hyper-graphs – multiple
hierarchical levels of complexity, abstraction
and cross-dependency within single
database
Special representation of time and
analysis of temporal dynamics
Collaborative knowledge acquisition –
determination of truth value with account of
social links and trust levels
AINL-2014, Aigents : Find and Share 7
8. Nice to have: Extensible linguistic interface
Asynchronous and symmetric
communication protocols
“Open” structure of language based on
common “foundation ontology”
Partial and probabilistic
comprehension of information out of
scope of “foundation ontology”
Humane communication language
AINL-2014, Aigents : Find and Share 8
9. Aigents : Benefactors and Beneficiaries
Consume
Content News
Contribute
Ad News
AINL-2014, Aigents : Find and Share 9
Contribute
Content News
Consume
Ad News
Automatic
Intelligent
Internet
Aigent A Aigents
Aigent B
Aigent C
Aigent D
Aigent X
User A
Benefactors Beneficiaries
User B
User C
User D
10. AINL-2014, Aigents : Find and Share 10
Android
Windows/Mac/Linux
Web
Aigents : Screen shots
11. Aigents: Possible implementations
Communication cloud
HTTP, email, IRC, SMS, TCP/UDP
(using common language)
AINL-2014, Aigents : Find and Share 11
WWW Cloud
Knowledge
base
User
Agent
Collector
Agent
Broker
Agent
Storage
Agent
Actor
Agent
File
systems Input
sensor
Control
device
Search
Agent
Human
User
12. Aigents : Internals and modalities
Storager
Knowledge
User
Feedback
Sessioner
Siter
Aigents
Language
Writer
AINL-2014, Aigents : Find and Share 12
Communicator
Java UI
(Swing)
Emailer
SMTP/POP
Cmdliner
text
SMPPer
SMPP
TCPer
TCP/IP
IRCer
IRC
HTTPer
HTTP(S)
Android UI
Sessions
Sites
Aigents
Language
Reader
User
Login
User
Registrati
on
User
Verification
User
Conversation
User
Logout
User
Verification
Change
User
Email
Change
User
Clarification
User
Confirmation
User
Declaration
User
Interrogation
User
Direction
Conversationer
Selfer Self
Checking
Times
Self
Messaging
News
Self
Reading
Sites
Self
Matching
Topics
Self
Learning
Patterns
Self
Watching
News
Self
Forgetting
Stuff
13. Aigents : Collaborative intelligence
Update
Update
AINL-2014, Aigents : Find and Share 13
Update
Notify
Notify
Notify
Automatic
Intelligent
Internet
Aigent A Agents
Aigent B
Aigent C
Aigent D
Aigent X
User A
User B
User C
User D
14. Aigents : Examples – simple to complex patterns
Weather today 32 °F, rainy
Solar flare class M at 5 AM
Weather today $temperature °F, $details
Solar flare class {M, C, X} at $time
Google acquires Jetpac
Apple recently acquired Swell
$acquirer acquires $acquiree
$acquirer acquired $acquiree
User
Lease - Ridge View 15, $2400, 1/12/2013”
Rent, address Way 24, $2100, 15/12/2013”
{Lease, Rent} $address, $price, $date
AINL-2014, Aigents : Find and Share 14
Aigent
Generic
Aigent
Business
Domain
Aigent
Real
Estate
15. Aigents : Customer stories
I am a mother. My son is weather dependent, suffering headaches due to
pressure changes and solar flares. I need a way to get notifications on such
events, as soon as they are posted on meteorological web sites...
I am a small business owner. I need a way to get quick updates on any low-cost
items on sale offers appearing on local classified boards...
I am a lawyer, engaged in specific legal domain. I need a tool to get
information on public hearings for cases, falling under the same set of laws as
my area — announced on the internet newsletters across the county...
I am a real estate broker. I need to get timeous updates on particular estate
offerings appearing on the online listings for the city where I work...
I am a high-technology business owner. I need to stay informed on any
news and releases made by my competitors, posted on their web sites and by
relevant news aggregators...
I am a journalist. I need to get urgent notifications on any news regarding my
local area published in local, regional and federal news sources...
I am a politician. I need up-to-date information on happenings related to the
public figures leading the opposing parties and social groups...
AINL-2014, Aigents : Find and Share 15
16. Aigents : Language - examples
English Aigents Language Russian (with tonal modulation)
What is your feeling? Your feeling? Твое ощущение? (rising tone)
If your feeling is good? Your feeling good? Твое ощущение хорошее? (rising tone)
Your feeling is good. Your feeling good. Твое ощущение хорошее. (neutral tone)
Have your feeling good! Your feeling good! Твое ощущение хорошее! (lowering tone)
Aigents Language - written Aigents Language - spoken
I (can (eat, sleep), want (dance, sing)). I can eat and sleep and want dance and sing.
I {can (eat, sleep), want (dance, sing)}. I can eat and sleep or want dance and sing.
I (can {eat, sleep}, want {dance, sing}). I can eat or sleep and want dance or sing.
You [eat {rice, meat}, drink {juice, water}]! You eat rice and meat next drink juice and water!
Aigents Language
A C (D,E).
A (C D, F G).
A (C (D,E), F (G,H)).
(A,B) C D.
(A,B) (C (D,E), F (G,H)).
Term logic
A C D. A C E.
A C D. A F G.
A C D. A C E. A F G. A F H.
A C D. B C D.
A C D. A C E. B C D. B C E. A F G. A F H. B F G. B F H.
Turtle
A C D,E.
A C D; F G.
A C D,E; F G,H.
AINL-2014, Aigents : Find and Share 16