1. The document discusses two studies that uncovered casual-leisure search behaviors that current exploratory search models do not capture well.
2. These behaviors include need-less browsing where the goal is passing time rather than finding specific information, as well as exploring for the experience of exploring new spaces with family and friends.
3. The author proposes a definition of "casual-leisure search" that could help improve models of exploratory search to better reflect these uncommon search scenarios uncovered by the studies.
Understanding & Evaluating Search SessionsMax L. Wilson
A talk given in the University of Leeds School of Computing, on the nature of extended search sessions, and on evaluating/measuring learning/sensemaking during longer research sessions.
A talk given to local Small to Medium Enterprises about use of social media in business. Sponsored and Organised by Software Alliance Wales - http://softwarealliancewales.co.uk/
The document outlines a series of 5 sessions. Each session lists the speakers in order from 1 to 4. The document is signed off by Max L. Wilson and includes his email address. The structure and information is repeated for each session.
The document discusses replication in HCI research. It notes that replication is important for science but is not facilitated well. Barriers include proprietary data/tools and difficulty reproducing studies exactly. Replication could create conflict or doubt novelty claims. The CHI conference series addressed this issue with a panel in 2011 and aims to further the discussion with RepliCHI, which would invite extended abstracts about replication attempts and present them at a dedicated event. The goal is to promote open discussion and incentivize replication to improve the field.
Max L. Wilson of Swansea University presented on evaluating the cognitive impact of search user interface design decisions. He discussed measuring cognitive load using techniques like brain scanning to objectively measure the effects of design changes on users' cognitive load. His research aims to produce clear design recommendations for user interfaces based on objective measures of cognitive impact.
Brain Data as Cognitive Personal Informatics - UCL 2022Max L. Wilson
A human-computer interaction research talk about how we measure mental workload, and how people might reflect on this type of personal data in the future. The research is carried out at the University of Nottingham in the School of Computer Science. Based on a study published at CHI2022, led by Serena Midha.
Brain Data as Cognitive Personal Informatics - Bell Labs 2022Max L. Wilson
A human-computer interaction research talk about how we measure mental workload, and how people might reflect on this type of personal data in the future. The research is carried out at the University of Nottingham in the School of Computer Science. Based on a study published at CHI2022, led by Serena Midha. Presented to Bell Labs
Physiological indicators of task demand, fatigue, and cognition during Work T...Max L. Wilson
A human-computer interaction research talk about how we measure mental workload, and how people might reflect on this type of personal data in the future. The research is carried out at the University of Nottingham in the School of Computer Science, involving functional Near Infrared Spectroscopy (fNIRS)
Understanding & Evaluating Search SessionsMax L. Wilson
A talk given in the University of Leeds School of Computing, on the nature of extended search sessions, and on evaluating/measuring learning/sensemaking during longer research sessions.
A talk given to local Small to Medium Enterprises about use of social media in business. Sponsored and Organised by Software Alliance Wales - http://softwarealliancewales.co.uk/
The document outlines a series of 5 sessions. Each session lists the speakers in order from 1 to 4. The document is signed off by Max L. Wilson and includes his email address. The structure and information is repeated for each session.
The document discusses replication in HCI research. It notes that replication is important for science but is not facilitated well. Barriers include proprietary data/tools and difficulty reproducing studies exactly. Replication could create conflict or doubt novelty claims. The CHI conference series addressed this issue with a panel in 2011 and aims to further the discussion with RepliCHI, which would invite extended abstracts about replication attempts and present them at a dedicated event. The goal is to promote open discussion and incentivize replication to improve the field.
Max L. Wilson of Swansea University presented on evaluating the cognitive impact of search user interface design decisions. He discussed measuring cognitive load using techniques like brain scanning to objectively measure the effects of design changes on users' cognitive load. His research aims to produce clear design recommendations for user interfaces based on objective measures of cognitive impact.
Brain Data as Cognitive Personal Informatics - UCL 2022Max L. Wilson
A human-computer interaction research talk about how we measure mental workload, and how people might reflect on this type of personal data in the future. The research is carried out at the University of Nottingham in the School of Computer Science. Based on a study published at CHI2022, led by Serena Midha.
Brain Data as Cognitive Personal Informatics - Bell Labs 2022Max L. Wilson
A human-computer interaction research talk about how we measure mental workload, and how people might reflect on this type of personal data in the future. The research is carried out at the University of Nottingham in the School of Computer Science. Based on a study published at CHI2022, led by Serena Midha. Presented to Bell Labs
Physiological indicators of task demand, fatigue, and cognition during Work T...Max L. Wilson
A human-computer interaction research talk about how we measure mental workload, and how people might reflect on this type of personal data in the future. The research is carried out at the University of Nottingham in the School of Computer Science, involving functional Near Infrared Spectroscopy (fNIRS)
Brain-based HCI - What brain data can tell us about HCI - St Andrews, 2019Max L. Wilson
A human-computer interaction research talk about how we measure mental workload, and how people might reflect on this type of personal data in the future. The research is carried out at the University of Nottingham in the School of Computer Science, involving functional Near Infrared Spectroscopy (fNIRS)
Mental Workload Alerts - Reliable Brain Measurements of HCI using fNIRS - Lei...Max L. Wilson
A human-computer interaction research talk about how we measure mental workload, and how people might reflect on this type of personal data in the future. The research is carried out at the University of Nottingham in the School of Computer Science, involving functional Near Infrared Spectroscopy (fNIRS)
Mental Workload Alerts - Reliable Brain Measurements of HCI using fNIRS - Uni...Max L. Wilson
A human-computer interaction research talk about how we measure mental workload, and how people might reflect on this type of personal data in the future. The research is carried out at the University of Nottingham in the School of Computer Science, involving functional Near Infrared Spectroscopy (fNIRS)
Measuring & Reflecting on Mental Workload - Birmingham Uni, May 2017Max L. Wilson
A human-computer interaction research talk about how we measure mental workload, and how people might reflect on this type of personal data in the future. The research is carried out at the University of Nottingham in the School of Computer Science, involving functional Near Infrared Spectroscopy (fNIRS)
CHIIR2017 - Tetris Model of Resolving Information NeedsMax L. Wilson
The document introduces the "Tetris Model" of resolving information needs. It uses the game of Tetris as a metaphor to show how information needs can vary in complexity, from simple lookups to more involved investigative searches. In the Tetris Model, simple information needs correspond to getting the right piece quickly to clear lines, while complex needs are like having to investigate different pieces to solve a more challenging part of the board. The model helps conceptualize how information needs can increase in depth and complexity over time as knowledge grows. However, it also has limitations and does not capture all aspects of information searching such as stages, actions, or time pressure.
The HCI Perspective on IR (DIR2016 Keynote)Max L. Wilson
The Human-Computer Interaction perspective on Information Retrieval, Keynote Speech presented at the 15th Dutch-Belgian Information Retrieval Workshop - Nov 25th 2016
RepliCHI - 8 Challenges in Replicating a StudyMax L. Wilson
This document summarizes Dr. Max Wilson's experience replicating a 2011 study by Shah and González-Ibáñez on collaborative information seeking using the Coagmento software. Some key challenges included using an updated version of the software, designing tasks that were still relevant, limited resources and timescales, and uncertainty around data processing and analysis methods. While the replication found different results, it provided valuable lessons about issues in replicating studies for both research and teaching purposes.
IIiX2012 - Information vs Interaction - Examining different interaction model...Max L. Wilson
A talk given at the 2012 Information Interaction in Context conference (IIiX2012) where we developed 3 alternative versions of Google with 3 different refinement interactions on the left. Each used the same metadata, and the study was designed to show that users can get achieve better performance with different interaction over the same metadata.
You can provide benefits for searchers just be adjusting the interaction to your metadata. You do not _require_ better metadata to get better interaction.
This document profiles Dr. Max L. Wilson, who researches search user interface design at the University of Nottingham. It provides an overview of his background and qualifications, research areas related to social media search and casual search, and frameworks for evaluating advanced search interfaces. The document also shares details about Dr. Wilson's publications and presentations, and invites the reader to learn more about his work through a video and website.
ASIST2010 - The Revisit Rack - Group Web Search ThumbnailsMax L. Wilson
A conference presentation at ASIST2010 about the (bad) idea of grouping web search thumbnails together at the top of Search Engine Results Pages. Just don't do it!
Investigating Alternative Forms of SearchMax L. Wilson
The document discusses the results of a study on the impact of COVID-19 lockdowns on air pollution. Researchers analyzed data from dozens of countries and found that lockdowns led to an average decline of nearly 30% in nitrogen dioxide levels across major cities. However, they also observed that the reductions in air pollution were temporary and that levels began to rise again as restrictions eased and human activity increased.
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!
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.
HCL Notes and Domino License Cost Reduction in the World of DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-and-domino-license-cost-reduction-in-the-world-of-dlau/
The introduction of DLAU and the CCB & CCX licensing model caused quite a stir in the HCL community. As a Notes and Domino customer, you may have faced challenges with unexpected user counts and license costs. You probably have questions on how this new licensing approach works and how to benefit from it. Most importantly, you likely have budget constraints and want to save money where possible. Don’t worry, we can help with all of this!
We’ll show you how to fix common misconfigurations that cause higher-than-expected user counts, and how to identify accounts which you can deactivate to save money. There are also frequent patterns that can cause unnecessary cost, like using a person document instead of a mail-in for shared mailboxes. We’ll provide examples and solutions for those as well. And naturally we’ll explain the new licensing model.
Join HCL Ambassador Marc Thomas in this webinar with a special guest appearance from Franz Walder. It will give you the tools and know-how to stay on top of what is going on with Domino licensing. You will be able lower your cost through an optimized configuration and keep it low going forward.
These topics will be covered
- Reducing license cost by finding and fixing misconfigurations and superfluous accounts
- How do CCB and CCX licenses really work?
- Understanding the DLAU tool and how to best utilize it
- Tips for common problem areas, like team mailboxes, functional/test users, etc
- Practical examples and best practices to implement right away
Maruthi Prithivirajan, Head of ASEAN & IN Solution Architecture, Neo4j
Get an inside look at the latest Neo4j innovations that enable relationship-driven intelligence at scale. Learn more about the newest cloud integrations and product enhancements that make Neo4j an essential choice for developers building apps with interconnected data and generative AI.
Removing Uninteresting Bytes in Software FuzzingAftab Hussain
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
Brain-based HCI - What brain data can tell us about HCI - St Andrews, 2019Max L. Wilson
A human-computer interaction research talk about how we measure mental workload, and how people might reflect on this type of personal data in the future. The research is carried out at the University of Nottingham in the School of Computer Science, involving functional Near Infrared Spectroscopy (fNIRS)
Mental Workload Alerts - Reliable Brain Measurements of HCI using fNIRS - Lei...Max L. Wilson
A human-computer interaction research talk about how we measure mental workload, and how people might reflect on this type of personal data in the future. The research is carried out at the University of Nottingham in the School of Computer Science, involving functional Near Infrared Spectroscopy (fNIRS)
Mental Workload Alerts - Reliable Brain Measurements of HCI using fNIRS - Uni...Max L. Wilson
A human-computer interaction research talk about how we measure mental workload, and how people might reflect on this type of personal data in the future. The research is carried out at the University of Nottingham in the School of Computer Science, involving functional Near Infrared Spectroscopy (fNIRS)
Measuring & Reflecting on Mental Workload - Birmingham Uni, May 2017Max L. Wilson
A human-computer interaction research talk about how we measure mental workload, and how people might reflect on this type of personal data in the future. The research is carried out at the University of Nottingham in the School of Computer Science, involving functional Near Infrared Spectroscopy (fNIRS)
CHIIR2017 - Tetris Model of Resolving Information NeedsMax L. Wilson
The document introduces the "Tetris Model" of resolving information needs. It uses the game of Tetris as a metaphor to show how information needs can vary in complexity, from simple lookups to more involved investigative searches. In the Tetris Model, simple information needs correspond to getting the right piece quickly to clear lines, while complex needs are like having to investigate different pieces to solve a more challenging part of the board. The model helps conceptualize how information needs can increase in depth and complexity over time as knowledge grows. However, it also has limitations and does not capture all aspects of information searching such as stages, actions, or time pressure.
The HCI Perspective on IR (DIR2016 Keynote)Max L. Wilson
The Human-Computer Interaction perspective on Information Retrieval, Keynote Speech presented at the 15th Dutch-Belgian Information Retrieval Workshop - Nov 25th 2016
RepliCHI - 8 Challenges in Replicating a StudyMax L. Wilson
This document summarizes Dr. Max Wilson's experience replicating a 2011 study by Shah and González-Ibáñez on collaborative information seeking using the Coagmento software. Some key challenges included using an updated version of the software, designing tasks that were still relevant, limited resources and timescales, and uncertainty around data processing and analysis methods. While the replication found different results, it provided valuable lessons about issues in replicating studies for both research and teaching purposes.
IIiX2012 - Information vs Interaction - Examining different interaction model...Max L. Wilson
A talk given at the 2012 Information Interaction in Context conference (IIiX2012) where we developed 3 alternative versions of Google with 3 different refinement interactions on the left. Each used the same metadata, and the study was designed to show that users can get achieve better performance with different interaction over the same metadata.
You can provide benefits for searchers just be adjusting the interaction to your metadata. You do not _require_ better metadata to get better interaction.
This document profiles Dr. Max L. Wilson, who researches search user interface design at the University of Nottingham. It provides an overview of his background and qualifications, research areas related to social media search and casual search, and frameworks for evaluating advanced search interfaces. The document also shares details about Dr. Wilson's publications and presentations, and invites the reader to learn more about his work through a video and website.
ASIST2010 - The Revisit Rack - Group Web Search ThumbnailsMax L. Wilson
A conference presentation at ASIST2010 about the (bad) idea of grouping web search thumbnails together at the top of Search Engine Results Pages. Just don't do it!
Investigating Alternative Forms of SearchMax L. Wilson
The document discusses the results of a study on the impact of COVID-19 lockdowns on air pollution. Researchers analyzed data from dozens of countries and found that lockdowns led to an average decline of nearly 30% in nitrogen dioxide levels across major cities. However, they also observed that the reductions in air pollution were temporary and that levels began to rise again as restrictions eased and human activity increased.
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!
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.
HCL Notes and Domino License Cost Reduction in the World of DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-and-domino-license-cost-reduction-in-the-world-of-dlau/
The introduction of DLAU and the CCB & CCX licensing model caused quite a stir in the HCL community. As a Notes and Domino customer, you may have faced challenges with unexpected user counts and license costs. You probably have questions on how this new licensing approach works and how to benefit from it. Most importantly, you likely have budget constraints and want to save money where possible. Don’t worry, we can help with all of this!
We’ll show you how to fix common misconfigurations that cause higher-than-expected user counts, and how to identify accounts which you can deactivate to save money. There are also frequent patterns that can cause unnecessary cost, like using a person document instead of a mail-in for shared mailboxes. We’ll provide examples and solutions for those as well. And naturally we’ll explain the new licensing model.
Join HCL Ambassador Marc Thomas in this webinar with a special guest appearance from Franz Walder. It will give you the tools and know-how to stay on top of what is going on with Domino licensing. You will be able lower your cost through an optimized configuration and keep it low going forward.
These topics will be covered
- Reducing license cost by finding and fixing misconfigurations and superfluous accounts
- How do CCB and CCX licenses really work?
- Understanding the DLAU tool and how to best utilize it
- Tips for common problem areas, like team mailboxes, functional/test users, etc
- Practical examples and best practices to implement right away
Maruthi Prithivirajan, Head of ASEAN & IN Solution Architecture, Neo4j
Get an inside look at the latest Neo4j innovations that enable relationship-driven intelligence at scale. Learn more about the newest cloud integrations and product enhancements that make Neo4j an essential choice for developers building apps with interconnected data and generative AI.
Removing Uninteresting Bytes in Software FuzzingAftab Hussain
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
Infrastructure Challenges in Scaling RAG with Custom AI modelsZilliz
Building Retrieval-Augmented Generation (RAG) systems with open-source and custom AI models is a complex task. This talk explores the challenges in productionizing RAG systems, including retrieval performance, response synthesis, and evaluation. We’ll discuss how to leverage open-source models like text embeddings, language models, and custom fine-tuned models to enhance RAG performance. Additionally, we’ll cover how BentoML can help orchestrate and scale these AI components efficiently, ensuring seamless deployment and management of RAG systems in the cloud.
Dr. Sean Tan, Head of Data Science, Changi Airport Group
Discover how Changi Airport Group (CAG) leverages graph technologies and generative AI to revolutionize their search capabilities. This session delves into the unique search needs of CAG’s diverse passengers and customers, showcasing how graph data structures enhance the accuracy and relevance of AI-generated search results, mitigating the risk of “hallucinations” and improving the overall customer journey.
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
Programming Foundation Models with DSPy - Meetup SlidesZilliz
Prompting language models is hard, while programming language models is easy. In this talk, I will discuss the state-of-the-art framework DSPy for programming foundation models with its powerful optimizers and runtime constraint system.
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/building-and-scaling-ai-applications-with-the-nx-ai-manager-a-presentation-from-network-optix/
Robin van Emden, Senior Director of Data Science at Network Optix, presents the “Building and Scaling AI Applications with the Nx AI Manager,” tutorial at the May 2024 Embedded Vision Summit.
In this presentation, van Emden covers the basics of scaling edge AI solutions using the Nx tool kit. He emphasizes the process of developing AI models and deploying them globally. He also showcases the conversion of AI models and the creation of effective edge AI pipelines, with a focus on pre-processing, model conversion, selecting the appropriate inference engine for the target hardware and post-processing.
van Emden shows how Nx can simplify the developer’s life and facilitate a rapid transition from concept to production-ready applications.He provides valuable insights into developing scalable and efficient edge AI solutions, with a strong focus on practical implementation.
AI 101: An Introduction to the Basics and Impact of Artificial IntelligenceIndexBug
Imagine a world where machines not only perform tasks but also learn, adapt, and make decisions. This is the promise of Artificial Intelligence (AI), a technology that's not just enhancing our lives but revolutionizing entire industries.
How to Get CNIC Information System with Paksim Ga.pptxdanishmna97
Pakdata Cf is a groundbreaking system designed to streamline and facilitate access to CNIC information. This innovative platform leverages advanced technology to provide users with efficient and secure access to their CNIC details.
UiPath Test Automation using UiPath Test Suite series, part 6DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
GraphRAG for Life Science to increase LLM accuracyTomaz Bratanic
GraphRAG for life science domain, where you retriever information from biomedical knowledge graphs using LLMs to increase the accuracy and performance of generated answers
GraphRAG for Life Science to increase LLM accuracy
Casual-Leisure Search - Enterprise Search London Meetup
1. Casual-Leisure Searching
The Exploratory Search scenarios that
break our current models
Max L. Wilson
@ the Enterprise Search Meetup
1st Dec 2010
Max L. Wilson csmax@swan.ac.uk
Monday, 6 December 2010
2. To come...
• a bit of background
• brief overview of 2 recent studies
• what doesn’t fit into our Exploratory Search models
•a definition of casual-leisure search we are working on
Max L. Wilson csmax@swan.ac.uk
Monday, 6 December 2010
3. Context on Me
• Academic - a Lecturer in
Human-Computer Interaction
• MEng and PhD at University of
Southampton
• Research:
- Information Seeking & Retrieval
- Human Computer Interaction
- (Future) Web Technologies
- Social Media
Max L. Wilson csmax@swan.ac.uk
Monday, 6 December 2010
4. Max L. Wilson m.l.wilson@swansea.ac.uk
csmax@swan.ac.uk
Monday, 6 December 2010
5. Alternative Forms of Search
What am I Does the What words
looking for? site have it? should I use?
White, R. W., Kules, B., Drucker, S. M., and schraefel, m. c. (2006). Introduction.
Communications of the ACM, 49(4):36–39.
Max L. Wilson m.l.wilson@swansea.ac.uk
csmax@swan.ac.uk
Monday, 6 December 2010
6. Alternative Forms of Search
What am I Does the What words
looking for? site have it? should I use?
White, R. W., Kules, B., Drucker, S. M., and schraefel, m. c. (2006). Introduction.
Communications of the ACM, 49(4):36–39.
Max L. Wilson m.l.wilson@swansea.ac.uk
csmax@swan.ac.uk
Monday, 6 December 2010
7. Alternative Forms of Search
What am I Does the What words
looking for? site have it? should I use?
White, R. W., Kules, B., Drucker, S. M., and schraefel, m. c. (2006). Introduction.
Communications of the ACM, 49(4):36–39.
Max L. Wilson m.l.wilson@swansea.ac.uk
csmax@swan.ac.uk
Monday, 6 December 2010
8. Additional Faceted Features
• preview cues
• order of facets
(like iTunes)
• moveable
facets
• backward
highlighting
• multiple
selection
Max L. Wilson csmax@swan.ac.uk
Monday, 6 December 2010
9. Like iTunes
Max L. Wilson m.l.wilson@swansea.ac.uk
csmax@swan.ac.uk
Monday, 6 December 2010
10. Like iTunes
Max L. Wilson m.l.wilson@swansea.ac.uk
csmax@swan.ac.uk
Monday, 6 December 2010
11. Additional Faceted Features
• moveable
facets
• order of facets
(like iTunes)
• preview cues
• backward
highlighting
• multiple
selection
Max L. Wilson csmax@swan.ac.uk
Monday, 6 December 2010
12. In some of my other work
Bates, M. J. (1979a). Idea tactics. Journal of
the American Society for Information
Belkin, N. J., Marchetti, P. G., and Cool, C. Science, 30(5):280–289.
(1993). Braque: design of an interface to support
user interaction in information retrieval. Bates, M. J. (1979b). Information search
Information Processing and Management, 29(3): tactics. Journal of the American Society for
325–344. Information Science, 30(4):205–214.
Max L. Wilson m.l.wilson@swansea.ac.uk
csmax@swan.ac.uk
Monday, 6 December 2010
13. In some of my other work
Wilson, M. L., schraefel, m. c., and White, R. W. (2009). Evaluating advanced
search interfaces using established information-seeking models. Journal of the
American Society for Information Science and Technology, 60(7):1407–1422.
Max L. Wilson m.l.wilson@swansea.ac.uk
csmax@swan.ac.uk
Monday, 6 December 2010
14. Come and Sii what I’ve built
http://mspace.fm/sii
Max L. Wilson m.l.wilson@swansea.ac.uk
csmax@swan.ac.uk
Monday, 6 December 2010
15. Max L. Wilson m.l.wilson@swansea.ac.uk
csmax@swan.ac.uk
Monday, 6 December 2010
16. Max L. Wilson m.l.wilson@swansea.ac.uk
csmax@swan.ac.uk
Monday, 6 December 2010
17. 1)
2)
3)
Max L. Wilson m.l.wilson@swansea.ac.uk
csmax@swan.ac.uk
Monday, 6 December 2010
18. Alternative Forms of Search
What am I Does the What words
looking for? site have it? should I use?
White, R. W., Kules, B., Drucker, S. M., and schraefel, m. c. (2006). Introduction.
Communications of the ACM, 49(4):36–39.
Max L. Wilson m.l.wilson@swansea.ac.uk
csmax@swan.ac.uk
Monday, 6 December 2010
19. Exploratory Search
Marchionini, G. (2006). Exploratory search: from finding to understanding.
Communications of the ACM, 49(4):41–46.
Max L. Wilson m.l.wilson@swansea.ac.uk
csmax@swan.ac.uk
Monday, 6 December 2010
20. Ben Shneiderman added...
• Multi-session searches
• Life long learning
• Completeness searches
• Low result availability
Shneiderman, B. HCIR2009 Keynote: The Future of Information Discovery
Max L. Wilson m.l.wilson@swansea.ac.uk
csmax@swan.ac.uk
Monday, 6 December 2010
21. Information Seeking
Max L. Wilson m.l.wilson@swansea.ac.uk
csmax@swan.ac.uk
Monday, 6 December 2010
22. Max L. Wilson m.l.wilson@swansea.ac.uk
csmax@swan.ac.uk
Monday, 6 December 2010
23. 2 Studies
Max L. Wilson m.l.wilson@swansea.ac.uk
csmax@swan.ac.uk
Monday, 6 December 2010
24. 2 Studies
Max L. Wilson m.l.wilson@swansea.ac.uk
csmax@swan.ac.uk
Monday, 6 December 2010
25. David Elsweiler
Erlangen University in Nuremberg
Max L. Wilson csmax@swan.ac.uk
Monday, 6 December 2010
26. Max L. Wilson csmax@swan.ac.uk
Monday, 6 December 2010
27. A Overview (81)
A1 Channel Hopping 4
A2 Programme List 5
A3 A list of programmes, restricted
72
B Looking for Information (71)
B.1 “Programme-related
B.2 Non-programme-related
C Looking for something to watch (195)
Figure 2: The Affinity Diagramming Process
C.2 By genre/type
Entertaining/relaxing/distracting/thrilling
Funny programme
Music programme
Sport related 111
C.3 Film 7
D High-level needs 6
E Other television functions and nonsense 25
F Not enough information to classify 2
Figure 4: The Coding Scheme Developed for
Figure 3: The Categorising and Naming Phase
Recorded Needs
Max L. Wilson against which responses could be coded mutu-
fixed scheme
csmax@swan.ac.uk
Monday, 6 December 2010 the results) and some of these criteria were quite unusual
28. A Overview (81)
A1 Channel Hopping 4
A2 Programme List 5
A3 A list of programmes, restricted
72
B Looking for Information (71)
B.1 “Programme-related
B.2 Non-programme-related
C Looking for something to watch (195)
Figure 2: The Affinity Diagramming Process
C.2 By genre/type
Entertaining/relaxing/distracting/thrilling
Funny programme
Music programme
Sport related 111
C.3 Film 7
D High-level needs 6
E Other television functions and nonsense 25
F Not enough information to classify 2
Figure 4: The Coding Scheme Developed for
Figure 3: The Categorising and Naming Phase
Recorded Needs
Max L. Wilson against which responses could be coded mutu-
fixed scheme
csmax@swan.ac.uk
Monday, 6 December 2010 the results) and some of these criteria were quite unusual
29. Entertaining/relaxing/distracting/thrilling
Funny programme
Music programme
Sport related 111
C.3 Film 7
D High-level needs 6
E Other television functions and nonsense 25
Need: [I want an] entertaining programme, something funny,
to distract me
east Reason: Stressful day!
has Need: [I want] something interesting, distracting, informative,
F Not enough information totravel report or history programme
cultured such as a classify 2
hted Reason: I need to iron and at the same time i like to watch tv -
are it takes my mind off the chore
low, Figure 4: Stressful day!
Reason: The Coding Scheme Developed for
tud- Need: [I’m looking for] short entertainment during dinner
Recorded Needs
Reason: [I have a] little time to waste
arch Need: Channel hopping
tu- Reason: I’m bored
the results) and some of these criteria were quite unusual
ich and would be very difficult to achieve with existing systems,
BE- for example those shownentries where the information
for Table 2: Example
in Table 1.
gin need is secondary to the experience of searching.
ng a
thMax L. Wilson Need: [I would like] a list of society critical films, ordered by csmax@swan.ac.uk
ro- 6 December 2010
Monday, topic
30. 2 Studies
Max L. Wilson m.l.wilson@swansea.ac.uk
csmax@swan.ac.uk
Monday, 6 December 2010
31. 2 Studies
Max L. Wilson m.l.wilson@swansea.ac.uk
csmax@swan.ac.uk
Monday, 6 December 2010
32. Max L. Wilson csmax@swan.ac.uk
Monday, 6 December 2010
33. Max L. Wilson m.l.wilson@swansea.ac.uk
csmax@swan.ac.uk
Monday, 6 December 2010
34. Max L. Wilson m.l.wilson@swansea.ac.uk
csmax@swan.ac.uk
Monday, 6 December 2010
35. Interesting Examples
Max L. Wilson m.l.wilson@swansea.ac.uk
csmax@swan.ac.uk
Monday, 6 December 2010
36. de-
s of
ind 4. HARVESTING REAL SEARCH TASKS
med?
ries
now
en-
) a
lex
on-
aw
sh-
ide
on-
und
in- L. Wilson
Max csmax@swan.ac.uk
na- Figure 1: Example tweets about real information
Monday, 6 December 2010
37. The Full Study
•5 Months
• Hourly Queries
• 12 Terms (past/present/future tense)
• Collected 100 latest Queries/Authors/DateTime
• 800MB of Tweets
• Thats 2.4M unique tweets from 1.7M unique users
Max L. Wilson m.l.wilson@swansea.ac.uk
csmax@swan.ac.uk
Monday, 6 December 2010
38. Analysis
- Grounded Theory
- Inductive Coding
Max L. Wilson m.l.wilson@swansea.ac.uk
csmax@swan.ac.uk
Monday, 6 December 2010
39. Our
Taxonomy
in Progress
Max L. Wilson m.l.wilson@swansea.ac.uk
csmax@swan.ac.uk
Monday, 6 December 2010
40. Our
Taxonomy
in Progress
Max L. Wilson m.l.wilson@swansea.ac.uk
csmax@swan.ac.uk
Monday, 6 December 2010
41. Discover other new scenarios
The pattern for what?
Dimension 1
Dimension 2
Dimension 3
Dimension 4
Dimension 5
Max L. Wilson m.l.wilson@swansea.ac.uk
csmax@swan.ac.uk
Monday, 6 December 2010
42. Discover other new scenarios
The pattern for what?
Dimension 1
Dimension 2
Dimension 3
Dimension 4
Dimension 5
Max L. Wilson m.l.wilson@swansea.ac.uk
csmax@swan.ac.uk
Monday, 6 December 2010
43. Discover other new scenarios
Pattern for Casual-Leisure
Dimension 1
Dimension 2
Dimension 3
Dimension 4
Dimension 5
Max L. Wilson m.l.wilson@swansea.ac.uk
csmax@swan.ac.uk
Monday, 6 December 2010
44. D
behaviours documented so far.
4.1 Need-less browsing d
Casual Leisure Examples
Much like the desire to pass time at the television, we saw
many examples (some shown in Table 3) of people passing
a
time typically associated with the ‘browsing’ keyword. 5
h
1) ... I’m not even *doing* anything useful... just browsing
eBay aimlessly...
f
2) to do list today: browse the Internet until fasting break o
time.. S
3) ... just got done eating dinner and my family is watch-
ing the football. Rather browse on the laptop
i
4) I’m at the dolphin mall. Just browsing. b
a
Table 3: Example tweets where the browsing activ- d
ity is need-less. f
t
From the collected tweets it is clear that often the inform- s
ation-need in these situations are not only fuzzy, but typi- W
cally absent. The aim appears to be focused on the activity, t
where the measure of success would be in how much csmax@swan.ac.uk
Max L. Wilson they
Monday, 6 December 2010
45. curtail exploration when it is not appropriate.
4.2 Exploring for the experience
are we covering these?
Mostly related to the exploration of a novel physical space,
we saw many people exploring with family and friends. The
aim in these situations (see Table 5) is often not to find
specific places, but to spend time with family.
1) exploring the neighbourhood with my baby!
2) What a beautiful day to be outside playing and explor-
ing with the kids:)
3) Into the nineties and exploring dubstep [music] while
handling lots of small to-dos
Table 5: Example tweets where the experience out-
weighs the things found.
In these cases, the goal may be to investigate or learn
about the place, but the the focus of the activity is less
on the specific knowledge gained than on the experience it-
Max L. Wilson Another point of note is that in these situations csmax@swan.ac.uk
self. people
Monday, 6 December 2010
46. Back to Exploratory Search
•Unfamiliar Domain
•Unfamiliar Systems
•Unfamiliar information need
Max L. Wilson csmax@swan.ac.uk
Monday, 6 December 2010
47. Back to Exploratory Search
TV
example
•Unfamiliar Domain
•Unfamiliar Systems
•Unfamiliar information need
Max L. Wilson csmax@swan.ac.uk
Monday, 6 December 2010
48. Back to Exploratory Search
TV
example
•Unfamiliar Domain X
•Unfamiliar Systems
•Unfamiliar information need
Max L. Wilson csmax@swan.ac.uk
Monday, 6 December 2010
49. Back to Exploratory Search
TV
example
•Unfamiliar Domain X
•Unfamiliar Systems X
•Unfamiliar information need
Max L. Wilson csmax@swan.ac.uk
Monday, 6 December 2010
50. Back to Exploratory Search
TV
example
•Unfamiliar Domain X
•Unfamiliar Systems X
•Unfamiliar information need X
Max L. Wilson csmax@swan.ac.uk
Monday, 6 December 2010
51. Back to Exploratory Search
TV eBay
example example
•Unfamiliar Domain X
•Unfamiliar Systems X
•Unfamiliar information need X
Max L. Wilson csmax@swan.ac.uk
Monday, 6 December 2010
52. Back to Exploratory Search
TV eBay
example example
•Unfamiliar Domain X X
•Unfamiliar Systems X
•Unfamiliar information need X
Max L. Wilson csmax@swan.ac.uk
Monday, 6 December 2010
53. Back to Exploratory Search
TV eBay
example example
•Unfamiliar Domain X X
•Unfamiliar Systems X X
•Unfamiliar information need X
Max L. Wilson csmax@swan.ac.uk
Monday, 6 December 2010
54. Back to Exploratory Search
TV eBay
example example
•Unfamiliar Domain X X
•Unfamiliar Systems X X
•Unfamiliar information need X X
Max L. Wilson csmax@swan.ac.uk
Monday, 6 December 2010
55. Casual-Leisure Search
(Definition v0.1)
• the information found is secondary to the experience
• success != finding something
• usually - the motivators are hedonistic
• an information need is often absent
Max L. Wilson csmax@swan.ac.uk
Monday, 6 December 2010
56. Casual-Leisure Search - A New Model
In forthcoming book ‘New Directions in Information Behaviour’
Edited by Spink et al
Max L. Wilson csmax@swan.ac.uk
Monday, 6 December 2010
57. Casual-Leisure Search - A New Model
In forthcoming book ‘New Directions in Information Behaviour’
Edited by Spink et al
Max L. Wilson csmax@swan.ac.uk
Monday, 6 December 2010
58. Is this important?
• They are often lengthy, aimless, and very exploratory
• Technology is increasingly pervasive - casual-leisure
search is on the increase
• These searches are often linked to health and well-being
Max L. Wilson csmax@swan.ac.uk
Monday, 6 December 2010
59. Is it important?
• It impacts the way we might evaluate exploratory search
• It impacts the way we might measure success
• We will struggle to design good exploratory
systems if we focus on building knowledge and forget these
casual search scenarios
Max L. Wilson csmax@swan.ac.uk
Monday, 6 December 2010
60. • now think about the design of amazon
• now think about the design of ebay...
• now think about the design of wikipedia...
Max L. Wilson csmax@swan.ac.uk
Monday, 6 December 2010
61. • now think about the design of amazon
• now think about the design of ebay...
• now think about the design of wikipedia...
Max L. Wilson csmax@swan.ac.uk
Monday, 6 December 2010
62. Max L. Wilson csmax@swan.ac.uk
Monday, 6 December 2010
63. Max L. Wilson csmax@swan.ac.uk
Monday, 6 December 2010
64. On-going Work
• Pilot studies
• Comparison of leisure and work queries in wikipedia
• Analysis of 2-days self-directed user logs
Max L. Wilson csmax@swan.ac.uk
Monday, 6 December 2010
65. Questions
Max L. Wilson csmax@swan.ac.uk
Monday, 6 December 2010