Talk about the engagement of Users in IoT Systems, and the need to apply an Ambient Intelligence design methodology, given at the "Netcamp 2017" event, organized by Reply in Torino, November 9, 2017.
Presentazione of: The role of Artificial Intelligence in architectural design...Giuseppe Gallo
The proliferation of data together with the increase of computing power has triggered a new interest in artificial intelligence. Machine learning and Deep Learning techniques are omnipresent in contemporary discourse, generating new enthusiasms and fears in our society. The world of architecture has not remained external to this phenomenon. If on the one hand, these techniques promise great results, on the other we are still in an exploratory phase. It is then necessary, in our opinion, to understand what the roles of this technology could be within the architectural design process, and with which scopes they can facilitate such a complex profession as that of the architect. On this subject we made ten interviews with as many designers and researchers in the AEC industry, In the article we will report a summary of their testimonies, comparing and commenting on the responses of the designers, with the aim of understanding the potentials of using artificial intelligence methods within the design process, report their perceptions on how artificial intelligence techniques can affect the architect's approach to the project, concluding with some reflections on the critical issues identified during the interviews with the designers.
Artificial Intelligence (AI) is nowadays used frequently in many application domains. Although sometimes considered only as an afterthought in the public discussion compared to other domains such as health, transportation, and manufacturing, the media domain is also transformed by AI enabling new opportunities, from content creation e.g. “robojournalism” and individualised content to optimisation of the content production and distribution. Underlaying many of these new opportunities is the use of AI in its current reincarnation as deep learning for understanding the audio-visual content by extracting structured information from the unstructured data, the audio-visual content.
In this talk the current understanding and trends of AI will therefore be discussed, what can be done, what is done, and what challenges remain in the use of AI especially in the context of media applications and services. The talk is not so much focused on the details and fundamentals of deep learning, but rather on a practical perspective on how recent advances in this field can be utilised in use-cases in the media domain, especially with respect to audio-visual content and in the broadcasting domain.
Presentation for Resource person on “Artificial Intelligence – How it useful to Government Departments” organized by Government of Andra Pradesh, APHRDI (Andhra Pradesh Human Resource Development Institute) at Bapatla, Andra Pradesh, India on Jan 18-20, 2018.
SIT is proud to be part of the global movement in confronting COVID-19 by moving some SIT operations into an online format.
At the #SITinsights in Technology talk, we’re blending computing and economics, bringing knowledge and expertise from all relevant fields to help enable global efforts.
SIT is proud to be part of the global movement in confronting COVID-19 by moving some SIT operations into an online format.
At the #SITinsights in Technology talk, we’re blending computing and economics, bringing knowledge and expertise from all relevant fields to help enable global efforts.
Presentazione of: The role of Artificial Intelligence in architectural design...Giuseppe Gallo
The proliferation of data together with the increase of computing power has triggered a new interest in artificial intelligence. Machine learning and Deep Learning techniques are omnipresent in contemporary discourse, generating new enthusiasms and fears in our society. The world of architecture has not remained external to this phenomenon. If on the one hand, these techniques promise great results, on the other we are still in an exploratory phase. It is then necessary, in our opinion, to understand what the roles of this technology could be within the architectural design process, and with which scopes they can facilitate such a complex profession as that of the architect. On this subject we made ten interviews with as many designers and researchers in the AEC industry, In the article we will report a summary of their testimonies, comparing and commenting on the responses of the designers, with the aim of understanding the potentials of using artificial intelligence methods within the design process, report their perceptions on how artificial intelligence techniques can affect the architect's approach to the project, concluding with some reflections on the critical issues identified during the interviews with the designers.
Artificial Intelligence (AI) is nowadays used frequently in many application domains. Although sometimes considered only as an afterthought in the public discussion compared to other domains such as health, transportation, and manufacturing, the media domain is also transformed by AI enabling new opportunities, from content creation e.g. “robojournalism” and individualised content to optimisation of the content production and distribution. Underlaying many of these new opportunities is the use of AI in its current reincarnation as deep learning for understanding the audio-visual content by extracting structured information from the unstructured data, the audio-visual content.
In this talk the current understanding and trends of AI will therefore be discussed, what can be done, what is done, and what challenges remain in the use of AI especially in the context of media applications and services. The talk is not so much focused on the details and fundamentals of deep learning, but rather on a practical perspective on how recent advances in this field can be utilised in use-cases in the media domain, especially with respect to audio-visual content and in the broadcasting domain.
Presentation for Resource person on “Artificial Intelligence – How it useful to Government Departments” organized by Government of Andra Pradesh, APHRDI (Andhra Pradesh Human Resource Development Institute) at Bapatla, Andra Pradesh, India on Jan 18-20, 2018.
SIT is proud to be part of the global movement in confronting COVID-19 by moving some SIT operations into an online format.
At the #SITinsights in Technology talk, we’re blending computing and economics, bringing knowledge and expertise from all relevant fields to help enable global efforts.
SIT is proud to be part of the global movement in confronting COVID-19 by moving some SIT operations into an online format.
At the #SITinsights in Technology talk, we’re blending computing and economics, bringing knowledge and expertise from all relevant fields to help enable global efforts.
Research Issues, Challenges and Directions in IoT (Internet of Things)Praveen Hanchinal
Presentation focuses on Research Issues, Challenges and Directions in IoT (Internet of Things) at This Presentation was presented at Kongu Engineering College, Erode, India
Towards a Framework for Dynamic Data PhysicalisationBeat Signer
Presentation given at the International Workshop Toward a Design Language for Data Physicalization, Berlin, Germany, October 2018
ABSTRACT: Advanced data visualisation techniques enable the exploration and analysis of large datasets. Recently, there is the emerging field of data physicalisation, where data is represented in physical space (e.g. via physical models) and can no longer only be explored visually, but also by making use of other senses such as touch. Most existing data physicalisation solutions are static and cannot be dynamically updated based on a user's interaction. Our goal is to develop a framework for new forms of dynamic data physicalisation in order to support an interactive exploration and analysis of datasets. Based on a study of the design space for dynamic data physicalisation, we are therefore working on a grammar for representing the fundamental physical operations and interactions that can be applied to the underlying data. Our envisioned extensible data physicalisation framework will enable the rapid prototyping of dynamic data physicalisations and thereby support researchers who want to experiment with new combinations of physical variables or output devices for dynamic data physicalisation as well as designers and application developers who are interested in the development of innovative dynamic data physicalisation solutions.
Paper: https://www.academia.edu/37336859/Towards_a_Framework_for_Dynamic_Data_Physicalisation
Towards XMAS: eXplainability through Multi-Agent SystemsGiovanni Ciatto
In the context of the Internet of Things (IoT), intelligent systems (IS) are increasingly relying on Machine Learning (ML) techniques. Given the opaqueness of most ML techniques, however, humans have to rely on their intuition to fully understand the IS outcomes: helping them is the target of eXplainable Artificial Intelligence (XAI). Current solutions – mostly too specific, and simply aimed at making ML easier to interpret – cannot satisfy the needs of IoT, characterised by heterogeneous stimuli, devices, and data-types concurring in the composition of complex information structures. Moreover, Multi-Agent Systems (MAS) achievements and advancements are most often ignored, even when they could bring about key features like explainability and trustworthiness. Accordingly, in this paper we (i) elicit and discuss the most significant issues affecting modern IS, and (ii) devise the main elements and related interconnections paving the way towards reconciling interpretable and explainable IS using MAS.
Artificial Intelligence and Machine Learning by Praveen HanchinalPraveen Hanchinal
Invited as Resource Person on workshop named "Advanced Machine Learning with Python" held at SDMCET, Dharwad.
The whole talk was structured into two sessions.One for Artificial Intelligence and another for Machine Learning.
The Presentation touched upon techniques and classifications involved in Machine Learning, WorkFlow for building an AI model. Finally, participants explored how to work on TensorFlow using katacoda platform.
In his presentation entitled: “FInES Research Roadmap 2025 Knowledge Café Summary”, Mr. Michele Missikoff presented the objectives of the FInES RR Knowledge Café. He discussed the dimensions (Knowledge, Functional, Engineering), Scince Base and Future Technologies of the FInES.
Micro-intelligence for the IoT: Teaching the Old Logic Dog New Programming Tr...Andrea Omicini
New application scenarios for pervasive intelligent systems open novel perspectives for logic-based approaches, in particular when coupled with agent-based technologies and methods. In this explorative talk we provide some examples of how logic programming and its extensions can work as sources of micro-intelligence for the IoT, at both the individual and the collective level, along with an overall architectural view of IoT systems exploiting logic-based technologies.
Ajit Jaokar, Data Science for IoT professor at Oxford University “Enterprise ...Dataconomy Media
“Enterprise AI - Artificial Intelligence for the Enterprise."
AI is impacting many areas today. This talk discusses how AI will impact the Enterprise and what it means in the near future. The talk is based on my course I teach at the University of Oxford.
Presentazione tenuta al "4° Dauin Lunch Seminar" al Politecnico di Torino il 16/05/2018.
Video: https://youtu.be/r-_HszuwKRY
Abstract:
Gli ambienti intelligenti (Smart home, Smart building, Smart city, Smart car) vengono proposti come sistemi che aiutano gli utenti nelle loro attività quotidiane, andando loro incontro in modo trasparente e intelligente, proattivo ed efficiente, evitando di infastidirli o di compiere azioni contrarie alla loro volontà.
Gli ambienti intelligenti, basati su tecnologie IoT, hanno raggiunto una enorme complessità in quanto integrano sensori e machine learning, architetture distribuite ed interfacce tangibili, protocolli di comunicazione e analisi dei dati. Nella ricerca delle miglior soluzioni per la miriade di problemi che un ambiente intelligente deve gestire, i ricercatori del settore IoT si sono concentrati spesso sugli aspetti più tecnologici, dimenticando o abbandonando le aspettative, i bisogni ed i desideri degli utenti.
Nel seminario ragioneremo sulle “mostruosità” che questa disattenzione ha generato sugli utenti, sia dal punto di vista della ricerca che dei prodotti di mercato, e discuteremo in merito agli aspetti metodologici e progettuali che è necessario recuperare.
Presentation of the paper "End User Development in the IoT: a Semantic Approach" at the 14th International Conference on Intelligent Environments (IE '18), held in Rome, Italy.
Tutorial on Internet of Thing (IoT) Paradigm in Consumer ApplicationsRaffaele Giaffreda
Tutorial on Internet of Thing (IoT) Paradigm in Consumer Applications given at 11th IEEE Consumer Communication and Networking Conference 2014 - Las Vegas. R.Giaffreda slides subset
Humans vs. the Internet of Things: conciliare tecnologie ed esperienza utenteFulvio Corno
Seminario formativo nel contesto della challenge "Conservazione del cibo, comportamenti sociali e sostenibilità" promossa dal Contamination Lab di Torino nel mese di Novembre 2018.
Research Issues, Challenges and Directions in IoT (Internet of Things)Praveen Hanchinal
Presentation focuses on Research Issues, Challenges and Directions in IoT (Internet of Things) at This Presentation was presented at Kongu Engineering College, Erode, India
Towards a Framework for Dynamic Data PhysicalisationBeat Signer
Presentation given at the International Workshop Toward a Design Language for Data Physicalization, Berlin, Germany, October 2018
ABSTRACT: Advanced data visualisation techniques enable the exploration and analysis of large datasets. Recently, there is the emerging field of data physicalisation, where data is represented in physical space (e.g. via physical models) and can no longer only be explored visually, but also by making use of other senses such as touch. Most existing data physicalisation solutions are static and cannot be dynamically updated based on a user's interaction. Our goal is to develop a framework for new forms of dynamic data physicalisation in order to support an interactive exploration and analysis of datasets. Based on a study of the design space for dynamic data physicalisation, we are therefore working on a grammar for representing the fundamental physical operations and interactions that can be applied to the underlying data. Our envisioned extensible data physicalisation framework will enable the rapid prototyping of dynamic data physicalisations and thereby support researchers who want to experiment with new combinations of physical variables or output devices for dynamic data physicalisation as well as designers and application developers who are interested in the development of innovative dynamic data physicalisation solutions.
Paper: https://www.academia.edu/37336859/Towards_a_Framework_for_Dynamic_Data_Physicalisation
Towards XMAS: eXplainability through Multi-Agent SystemsGiovanni Ciatto
In the context of the Internet of Things (IoT), intelligent systems (IS) are increasingly relying on Machine Learning (ML) techniques. Given the opaqueness of most ML techniques, however, humans have to rely on their intuition to fully understand the IS outcomes: helping them is the target of eXplainable Artificial Intelligence (XAI). Current solutions – mostly too specific, and simply aimed at making ML easier to interpret – cannot satisfy the needs of IoT, characterised by heterogeneous stimuli, devices, and data-types concurring in the composition of complex information structures. Moreover, Multi-Agent Systems (MAS) achievements and advancements are most often ignored, even when they could bring about key features like explainability and trustworthiness. Accordingly, in this paper we (i) elicit and discuss the most significant issues affecting modern IS, and (ii) devise the main elements and related interconnections paving the way towards reconciling interpretable and explainable IS using MAS.
Artificial Intelligence and Machine Learning by Praveen HanchinalPraveen Hanchinal
Invited as Resource Person on workshop named "Advanced Machine Learning with Python" held at SDMCET, Dharwad.
The whole talk was structured into two sessions.One for Artificial Intelligence and another for Machine Learning.
The Presentation touched upon techniques and classifications involved in Machine Learning, WorkFlow for building an AI model. Finally, participants explored how to work on TensorFlow using katacoda platform.
In his presentation entitled: “FInES Research Roadmap 2025 Knowledge Café Summary”, Mr. Michele Missikoff presented the objectives of the FInES RR Knowledge Café. He discussed the dimensions (Knowledge, Functional, Engineering), Scince Base and Future Technologies of the FInES.
Micro-intelligence for the IoT: Teaching the Old Logic Dog New Programming Tr...Andrea Omicini
New application scenarios for pervasive intelligent systems open novel perspectives for logic-based approaches, in particular when coupled with agent-based technologies and methods. In this explorative talk we provide some examples of how logic programming and its extensions can work as sources of micro-intelligence for the IoT, at both the individual and the collective level, along with an overall architectural view of IoT systems exploiting logic-based technologies.
Ajit Jaokar, Data Science for IoT professor at Oxford University “Enterprise ...Dataconomy Media
“Enterprise AI - Artificial Intelligence for the Enterprise."
AI is impacting many areas today. This talk discusses how AI will impact the Enterprise and what it means in the near future. The talk is based on my course I teach at the University of Oxford.
Presentazione tenuta al "4° Dauin Lunch Seminar" al Politecnico di Torino il 16/05/2018.
Video: https://youtu.be/r-_HszuwKRY
Abstract:
Gli ambienti intelligenti (Smart home, Smart building, Smart city, Smart car) vengono proposti come sistemi che aiutano gli utenti nelle loro attività quotidiane, andando loro incontro in modo trasparente e intelligente, proattivo ed efficiente, evitando di infastidirli o di compiere azioni contrarie alla loro volontà.
Gli ambienti intelligenti, basati su tecnologie IoT, hanno raggiunto una enorme complessità in quanto integrano sensori e machine learning, architetture distribuite ed interfacce tangibili, protocolli di comunicazione e analisi dei dati. Nella ricerca delle miglior soluzioni per la miriade di problemi che un ambiente intelligente deve gestire, i ricercatori del settore IoT si sono concentrati spesso sugli aspetti più tecnologici, dimenticando o abbandonando le aspettative, i bisogni ed i desideri degli utenti.
Nel seminario ragioneremo sulle “mostruosità” che questa disattenzione ha generato sugli utenti, sia dal punto di vista della ricerca che dei prodotti di mercato, e discuteremo in merito agli aspetti metodologici e progettuali che è necessario recuperare.
Presentation of the paper "End User Development in the IoT: a Semantic Approach" at the 14th International Conference on Intelligent Environments (IE '18), held in Rome, Italy.
Tutorial on Internet of Thing (IoT) Paradigm in Consumer ApplicationsRaffaele Giaffreda
Tutorial on Internet of Thing (IoT) Paradigm in Consumer Applications given at 11th IEEE Consumer Communication and Networking Conference 2014 - Las Vegas. R.Giaffreda slides subset
Humans vs. the Internet of Things: conciliare tecnologie ed esperienza utenteFulvio Corno
Seminario formativo nel contesto della challenge "Conservazione del cibo, comportamenti sociali e sostenibilità" promossa dal Contamination Lab di Torino nel mese di Novembre 2018.
Data Summer Conf 2018, “Architecting IoT system with Machine Learning (ENG)” ...Provectus
In this presentation, the speaker will share his experiences from building successful IoT systems. He will also explain why many IoT systems fail to get traction and how Machine Learning can help in that. Finally, he will talk about the right system architecture and touch upon some of the ML algorithms for IoT systems.
The role of individuals and communities in IoT Paola Negrin
Presented on May 10, 2016 by Luca Mari at the International conference “IoTnow Everything but hype” (Milan Disruptive week) in the session “Overview of IoT key issues, opportunities and threats”.
Abstract:
Differently from the industrial automation epitomised in the Computer Integrated Manufacturing of the ’70s and ’80s, IoT is a human-centric technology, in which the widespread adoption of open source and hardware tools lowers the barriers to entry and blurs the roles, toward scenarios of extreme customisation made by prosumers operating in informal, dynamic communities. With some reflections on this perspective, from the data and experiences obtained in an ongoing European research project on the “Digital Do It Yourself” phenomenon.
AI and automation is all the rage nowadays - but what’s the history of these technologies, innovations and ideas?
AI and automation is all the rage nowadays - but what’s the history of these technologies, innovations and ideas? This slides will discuss the brief history of the current interesting technologies and their development to society and mankind.
"Toward Cognitive-IoT Applications -- Integrating AI with Fog Computing" by Dr. Frank C. D. Tsai, Workshop of Mobile IoT with Edge Computing and Artificial Intelligence, sponsored by Ministry of Education, Taiwan
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
The Metaverse and AI: how can decision-makers harness the Metaverse for their...Jen Stirrup
The Metaverse is popularized in science fiction, and now it is becoming closer to being a part of our daily lives through the use of social media and shopping companies. How can businesses survive in a world where Artificial Intelligence is becoming the present as well as the future of technology, and how does the Metaverse fit into business strategy when futurist ideas are developing into reality at accelerated rates? How do we do this when our data isn't up to scratch? How can we move towards success with our data so we are set up for the Metaverse when it arrives?
How can you help your company evolve, adapt, and succeed using Artificial Intelligence and the Metaverse to stay ahead of the competition? What are the potential issues, complications, and benefits that these technologies could bring to us and our organizations? In this session, Jen Stirrup will explain how to start thinking about these technologies as an organisation.
Welcome to the first live UiPath Community Day Dubai! Join us for this unique occasion to meet our local and global UiPath Community and leaders. You will get a full view of the MEA region's automation landscape and the AI Powered automation technology capabilities of UiPath. Also, hosted by our local partners Marc Ellis, you will enjoy a half-day packed with industry insights and automation peers networking.
📕 Curious on our agenda? Wait no more!
10:00 Welcome note - UiPath Community in Dubai
Lovely Sinha, UiPath Community Chapter Leader, UiPath MVPx3, Hyper-automation Consultant, First Abu Dhabi Bank
10:20 A UiPath cross-region MEA overview
Ashraf El Zarka, VP and Managing Director MEA, UiPath
10:35: Customer Success Journey
Deepthi Deepak, Head of Intelligent Automation CoE, First Abu Dhabi Bank
11:15 The UiPath approach to GenAI with our three principles: improve accuracy, supercharge productivity, and automate more
Boris Krumrey, Global VP, Automation Innovation, UiPath
12:15 To discover how Marc Ellis leverages tech-driven solutions in recruitment and managed services.
Brendan Lingam, Director of Sales and Business Development, Marc Ellis
Alt. GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using ...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...SOFTTECHHUB
The choice of an operating system plays a pivotal role in shaping our computing experience. For decades, Microsoft's Windows has dominated the market, offering a familiar and widely adopted platform for personal and professional use. However, as technological advancements continue to push the boundaries of innovation, alternative operating systems have emerged, challenging the status quo and offering users a fresh perspective on computing.
One such alternative that has garnered significant attention and acclaim is Nitrux Linux 3.5.0, a sleek, powerful, and user-friendly Linux distribution that promises to redefine the way we interact with our devices. With its focus on performance, security, and customization, Nitrux Linux presents a compelling case for those seeking to break free from the constraints of proprietary software and embrace the freedom and flexibility of open-source computing.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
5. What kinds of applications?
Reply Netcamp 2017IoT and Humans5
Microsoft
Azure IoT
Oracle
Cloud Service
Bosch
IoT Suite
Google
Cloud IoT
Amazon
AWS IoT
6. Reply Netcamp 2017IoT and Humans6
Sensors Cloud Dashboards
Connectivity
magic
Analytics
magic
Currently…
IoT ≈ Sensor-To-Dashboard pipeline
Where are the users?
Where is interaction?
Where is intelligence?
Where are smart spaces?
7. What about users?
Reply Netcamp 2017IoT and Humans7
http://radar.oreilly.com/2014/05/most-of-what-we-
need-for-smart-cities-already-exists.html
http://radar.oreilly.com/2014/04/ioth-the-internet-of-
things-and-humans.html
8. Conquering the user
Smart
Home
Electrical
plants and
components
Consumer
electronics
Computers
Telecommun
ications
Industrial
automation
plants
Surveillance
systems
Smart
appliance
On-line
services
Reply Netcamp 2017IoT and Humans8
Controlling the
consumer IoT
market is appealing
to producers of…
May we
talk?
12. AmI Features
AmI
Sensitive
Responsive
Adaptive
Transparent
Ubiquitous
Intelligent
Able to sense the
environments and its
inhabitants.
Able to process sensor data.
Able to respond to user
needs.
Able to act on the
environment.
Able to infer a situational context:
- from environment data
- from user data (identity,
presence, actions, …)
- from statistics and preferences
- from external information
sources
Able to adapt to the context, by
means of the interpretation of
sensing and the generated
response
"The most profound technologies are
those that disappear. They weave
themselves
into the fabric of everyday life until
they are indistinguishable from it."
Mark Weiser
Present, appearing,
found everywhere.
Able to be distributed
over the ambient and
over
different people.
Incorporates Artificial Intelligence:
Machine learning, agent-based
software, robotics
Hearing, vision, language,
knowledge processing
Semantic web, reasoning
Reply Netcamp 2017IoT and Humans13
28. Internet of Things and Humans
Reply Netcamp 2017IoT and Humans29
IoT systems should include acting on the user-perceivable
part of the environment
Otherwise it’s not a «smart» home/building/car/city/…
Users should close the loop of the intelligent algorithms
They must feel connected and feel in control
Consider user needs and requirements
More technology is not always the answer
29. Contact information
Reply Netcamp 2017IoT and Humans30
Fulvio Corno
Politecnico diTorino
fulvio.corno@polito.it
@fulcorno
e-Lite Research Group
https://elite.polito.it/
Ambient Intelligence course
https://bit.ly/polito.ami (course materials)
https://ami-2017.github.io (student projects )
30. Licenza d’uso
Reply Netcamp 2017IoT and Humans31
This work is licensed under the Creative Commons “Attribution-
NonCommercial-ShareAlike Unported (CC BY-NC-SA 3,0)” License.
You are free:
to Share - to copy, distribute and transmit the work
to Remix - to adapt the work
Under the following conditions:
Attribution -You must attribute the work in the manner specified by
the author or licensor (but not in any way that suggests that they
endorse you or your use of the work).
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