AL4Trust is the title of the speech given in the Applications of the Computational Linguistics subject at MIARFID'19 degree in Artificial Intelligence, Pattern Recognition and Digital Imaging at Universitat Politècnica de València.
It shows the importance of the artificial intelligence technologies applied in big data environments as part of the six pillars of the digital transformation.
Nuño Valenzuela - China search-market & cyber security, Search Congress 2011ithinksearch
Nuño Valenzuela - China search-market & cyber security, Search Congress 2011: Operación Aurora, personajes notables en China Internet, Libro Blanco Internet 中国互联网状况, China\'s search engine market, www.connectivityscorecard.org, Open NET, comparación Alexa tras redirect de Google China a Google Honk Kong, Baidu, Hacking en China, aspectos relevantes en ciberseguridad en China.
Last year, we presented the top, must-know, culturally relevant trends for 2015 and our predictions were 83% accurate!
To help the “curious class” stay relevant in 2016, we’ve assembled an A-Z glossary of what trends we predict to be 100 must-know terms and concepts of 2016.
We hope this cultural crib sheet will help prepare you for the year ahead!
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Nuño Valenzuela - China search-market & cyber security, Search Congress 2011ithinksearch
Nuño Valenzuela - China search-market & cyber security, Search Congress 2011: Operación Aurora, personajes notables en China Internet, Libro Blanco Internet 中国互联网状况, China\'s search engine market, www.connectivityscorecard.org, Open NET, comparación Alexa tras redirect de Google China a Google Honk Kong, Baidu, Hacking en China, aspectos relevantes en ciberseguridad en China.
Last year, we presented the top, must-know, culturally relevant trends for 2015 and our predictions were 83% accurate!
To help the “curious class” stay relevant in 2016, we’ve assembled an A-Z glossary of what trends we predict to be 100 must-know terms and concepts of 2016.
We hope this cultural crib sheet will help prepare you for the year ahead!
This webinar covers the highlights of the World Economic Forum meeting in Davos, including responsible AI, the future of food, integrated retail and the blockchain.
"State of AI, 2019," from MMC Ventures, in partnership with Barclays.
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As Artificial Intelligence (AI) proliferates, a divide is emerging. Between nations and
within industries, winners and losers are emerging in the race for adoption, the war
for talent and the competition for value creation.
The landscape for entrepreneurs is also changing. Europe’s ecosystem of 1,600 AI
startups is maturing and bringing creative destruction to new industries. While the
UK is the powerhouse of European AI, hubs in Germany and France are thriving and
may extend their influence in the decade ahead.
As new AI hardware and software make the impossible inevitable, we also face
divergent futures. AI offers profound benefits but poses significant risks. Which
future will we choose?
Our State of AI report for 2019 empowers entrepreneurs, corporate executives,
investors and policy-makers. While jargon-free, our Report draws on unique data
and 400 discussions with ecosystem participants to go beyond the hype and explain
the reality of AI today, what is to come and how to take advantage. Every chapter
includes actionable recommendations.
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As Artificial Intelligence (AI) proliferates, a divide is emerging. Between nations and within industries, winners and losers are emerging in the race for adoption, the war for talent and the competition for value creation.
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AL4Trust is the title of the speech given in the Applications of the Computational Linguistics subject at MIARFID'17 degree in Artificial Intelligence, Pattern Recognition and Digital Imaging at Universitat Politècnica de València.
It shows the importance of the artificial intelligence technologies applied in big data environments as part of the six pillars of the digital transformation.
Author profiling aims at identifying personal traits such as age, gender, native language or personality traits from writings. PR-SOCO task at PAN@FIRE goal is to predict Personality Traits from Source Codes.
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🔑 Key findings include:
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🔍 Escalation of state-sponsored and criminally motivated cyber operations.
🔍 Active dark web exchanges of malicious tools and tactics.
Our comprehensive report delves into these challenges, using a blend of open-source and proprietary data collection techniques. By monitoring activity on critical networks and analyzing attack patterns, our team provides a detailed overview of the threats facing German entities.
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Explore our comprehensive data analysis project presentation on predicting product ad campaign performance. Learn how data-driven insights can optimize your marketing strategies and enhance campaign effectiveness. Perfect for professionals and students looking to understand the power of data analysis in advertising. for more details visit: https://bostoninstituteofanalytics.org/data-science-and-artificial-intelligence/
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SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
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Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
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AL4Trust - Artificial Intelligence for Building Trust 2019
1. AI4Trust
ARTIFICIAL INTELLIGENCE
FOR BUILDING TRUST
MASTER’S DEGREE IN ARTIFICIAL INTELLIGENCE, PATTERN RECOGNITION AND DIGITAL IMAGING
UNIVERSITAT POLITÈCNICA DE VALÈNCIA
April 4, 2018
Francisco Manuel Rangel Pardo (@kicorangel)
2. AI4Trust-MIARFIDALC2019autoritas
Autoritas Consulting S.A. was founded in 2008
+50 associated consultants
+200 customers:
Repsol, FC Barcelona, Diputació Lleida, Junta Andalucía,
Argentina National Security (ANSES), Mexico Government,
etc.
8 countries:
Argentina
Bolivia
Brazil
Chile
Mexico
Panama
Spain
Uruguay
3. AI4Trust-MIARFIDALC2019autoritas
8 changes that will transform humanity forever
1. Rewrite genetics
2. Discover new materials
3. Govern a disenchanted world
4. Teach machines to learn
5. Find a universal energy
6. Win to infections
7. Crop with little water
8. Life on Mars
4. autoritas
8 changes that will transform humanity forever
1. Rewrite genetics
2. Discover new materials
3. Govern a disenchanted world
4. Teach machines to learn
5. Find a universal energy
6. Win to infections
7. Crop with little water
8. Life on Mars
AI4Trust-MIARFIDALC2019
9. autoritas
OSINT - Open Source Intelligence
DATA -> INFORMATION -> KNOWLEDGE -> INTELLIGENCE
Tools and
methodologies
Human
interpretation
Strategic
application
AI4Trust-MIARFIDALC2019
10. autoritas
We need to answer questions...
… to know what questions to ask
AI4Trust-MIARFIDALC2019
22. autoritas
I really want Cataluña to be
#independent!!
Is the following sentence positive, negative, neutral or none?
AI4Trust-MIARFIDALC2019
23. autoritas
I really want Cataluña to be
#independent!!
Is the following sentence positive, negative, neutral or none?
It depends on the subjectivity of the receiver, e.g.
- Positive for Puigdemont
- Negative for Rajoy
AI4Trust-MIARFIDALC2019
24. autoritas
I really want Cataluña to be
#independent!!
Is the following sentence positive, negative, neutral or none?
It depends on the subjectivity of the receiver, e.g.
- Positive for Puigdemont
- Negative for Rajoy
But what about the stance of the author with respect to the main topic?
AI4Trust-MIARFIDALC2019
27. autoritas
https://www.youtube.com/watch?v=YrqMEn-5Pi8
- Retrieve and store
- Evolution
- Words and topics
- Labelling
- Hashtags
- People
- Locations
- Brands
- Polarity, stance
- Users, relationships
- Gender, age
- Author profile
- ...
BIG DATA IS A BIG PROBLEM… AND A BIG OPPORTUNITY
tweets/second tweets/minute tweets/hour tweets/day
VOLUME - VELOCITY - VARIETY - VALUE
AI4Trust-MIARFIDALC2019
30. autoritas
What’s the main interest of people in Fallas?
http://www.levante-emv.com/fallas/2018/03/15/seguridad-tema-repercusion-fallas-internet/1691764.html
AI4Trust-MIARFIDALC2019
34. autoritas
Some of our R&D projects...
AI4Trust-MIARFIDALC2019
2009-2010:
AL4Tour
Active Listening
for Tourism
744.681,83 €
2011-2012: CIHC
Medical Records
Coder
432.129,25 €
2012-2014:
INNPACTO
Regional
Opportunities
576.629,00 €
35. autoritas
Some of our R&D projects...
MEASURE
AI-BASED ANALYSIS OF MIGRATION MOBILITY
PATTERNS FOR PROFESSIONAL AND SURVIVAL
PURPOSES
AI4Trust-MIARFIDALC2019
Presented to...
46. DISinformation
Disinformation presents the following characteristics:
- Fake news, hoaxes and lies travel faster than the truth.
- More sensational headlines.
- Use of a more aggressive language, hate messages.
- Contradictory, partial and / or decontextualised messages.
- Polarized opinions in closed communities of users (confirmation bias and echo chamber).
- Certain users are more predisposed to share this type of misinformation (profiles).
Why do not we take advantage of them to detect fake news?
Our vision of the problem
47. Overview
ProFaker
ProFake detects fake information shared in social media
(open sources and / or information provided by the user)
through the combined analysis of:
- Texts and multimedia (video, image and audio) of related
information.
- User networks where fakes information is shared.
- The profile of the users who share the fake information.
EARLY
DETECTION
OF
THREATENING
MENTIONS
Example of a fake news shared in a newsletter
Our vision of the solution
49. autoritas
Some of our R&D projects...
IROSVA
IRONY DETECTION IN SPANISH VARIETIES
SHARED TASK AT IBERLEF@SEPLN'19
http://www.autoritas.net/IroSvA2019/
AI4Trust-MIARFIDALC2019
50. autoritas
IroSvA task at IberLEF@SEPLN 2019
AI4Trust-MIARFIDALC2018
This year we propose the new task (IroSvA) which aims at investigating whether a
short message, written in Spanish language, is ironic or not with respect to a given
context. In particular, we aim at studying the way irony changes in distinct Spanish
variants.
● Subtask A: Irony detection in Spanish tweets from Spain
● Subtask B: Irony detection in Spanish tweets from Mexico
● Subtask C: Irony detection in Spanish news comments from Cuba
51. autoritas
IroSvA task at IberLEF@SEPLN 2019
AI4Trust-MIARFIDALC2018
...with respect to a given context.
SPAIN MEXICO CUBA
Declaración Joan Tardà Conacyt Televisión digital cubana
El Relator Comisión Reguladora Energía Escándalos deportivos
Libro de Pedro Sánchez Desabasto gasolina ETECSA, calidad y servicios
Exhumación de Franco Divorcio Enrique Peña Nieto ETECSA, Internet y datos móviles
Grezzi Estancias infantiles Transporte, boteros, chóferes...
Semáforos de la A5 Gobierno CDMX Nuevas tecnologías
Tierraplanistas Comercio interior
Programa Ven a Cenar Gobierno AMLO Economía: turismo y hoteles
Campaña #yoconalbert Película Roma Ciencia, educación y cultura
Pablo Iglesias en el Hormiguero Venezuela
52. autoritas
IroSvA task at IberLEF@SEPLN 2019
SPAIN MEXICO CUBA TOTAL
TRAINING IRONIC 800 800 800 2,400
NO-IRONIC 1,600 1,600 1,600 4,800
TOTAL 2,400 2,400 2,400 7,200
TEST IRONIC 200 200 200 600
NO-IRONIC 400 400 400 1,200
TOTAL 600 600 600 1,800
TOTAL IRONIC 1,000 1,000 1,000 3,000
NO IRONIC 2,000 2,000 2,000 6,000
TOTAL 3,000 3,000 3,000 9,000
AI4Trust-MIARFIDALC2018
53. autoritasAI4Trust-MIARFIDALC2019
● 10th February 2019, 23:00 UTC: Call for Participation and Website of the task.
● 30th March 2019, 23:00 UTC: Training set available.
● 16th April 2019, 23:00 UTC: Testing set available.
● 23rd April 2019, 23:00 UTC: Submission of runs.
● 30th April 2019, 23:00 UTC: Notification of results.
● 15th May 2019, 23:00 UTC: Submission of Working Notes by participants.
● 30th May 2019, 23:00 UTC: Reviews to participants (peer-reviews).
● 10th June 2019, 23:00 UTC: Camera-ready submissions due.
● 20th June 2019, 23:00 UTC: Submission of the camera-ready version of
Working Notes.
IroSvA task at IberLEF@SEPLN 2019 - Important Dates