Intelligent Document Processing (IDP) is a next-generation solution for extracting data from complex, unstructured documents. Unlike the technologies that came before it, IDP can handle document complexity and variation with the help of multiple AI technologies and machine learning.
IDP: A Booster Shot for your RPA, Chatbot and Low Code ImplementationsInfrrd
Although businesses across various industries have benefited from automation technologies such as robotic process automation (RPA), low-code platforms and chatbots, most are yet to explore the opportunity to automate their end-to-end business processes with powerful AI- and machine learning (ML)-powered tools.
RPA, chatbots and low-code platforms are a great start to help cut manual costs, reduce process times and improve customer experience but as business processes get increasingly complex, these technologies fall short of reaping higher efficiencies. They can help you get small wins quickly but when you try increasing the level of automation you can achieve, you hit a wall because of their limitations.
The reason these technologies can fall short when handling complex processes is that most businesses need these types of tools to handle unstructured data of some sort. A few examples include:
https://hubs.ly/Q01lJJBw0
Using Alerts To Gain Efficiency For Document Processing.pdfInfrrd
How do alerts make repetitive processes efficient?
Let’s for a moment consider the job of a supervisor level in a manufacturing plant. And, this person’s responsibility is to monitor the temperature gauge in the boiler and ensure that the temperature does not rise above 300 degrees. There are two ways to do this job: one is to keep looking at the gauge and make necessary adjustments when necessary; and, the second is to set up a gauge that can imitate the operator when the temperature crosses 200 or 250 degrees. Which option is more effective? It has to be Option 2, Right? Relevant alerts/notification helps to smartly execute tasks.
https://hubs.ly/Q01kcGxk0
We entered 2022 with focused goals, an industry-driven product roadmap, and a futuristic perspective. As we kick off this third quarter, we remain focused on providing you with features to help our users reap the best results from our Intelligent Document Processing (IDP) platform.
Here are some of the major features and enhancements from our latest release.
https://www.infrrd.ai/blog/launching-infrrd-idps-latest-features
As you probably already know, Optical Character Recognition (OCR) is the electronic conversion of images of typed, handwritten, or printed text into machine-encoded text. The source can be a scanned document, a photo of a document, or a subtitle text imposed on an image. OCR converts such sources into machine-readable text.
https://www.infrrd.ai/blog/transformer-based-ocr
Where have all the data entry candidates gone?Infrrd
If you are struggling to hire data entry roles to help extract data from documents, please take comfort in the fact that you are not alone. Businesses and institutions of all sizes, even the IRS, are challenged by an acute labor shortage.
Complete Article: https://hubs.ly/Q01b-7Cg0
Intelligent Document Processing (IDP) is a next-generation solution for extracting data from complex, unstructured documents. Unlike the technologies that came before it, IDP can handle document complexity and variation with the help of multiple AI technologies and machine learning.
IDP: A Booster Shot for your RPA, Chatbot and Low Code ImplementationsInfrrd
Although businesses across various industries have benefited from automation technologies such as robotic process automation (RPA), low-code platforms and chatbots, most are yet to explore the opportunity to automate their end-to-end business processes with powerful AI- and machine learning (ML)-powered tools.
RPA, chatbots and low-code platforms are a great start to help cut manual costs, reduce process times and improve customer experience but as business processes get increasingly complex, these technologies fall short of reaping higher efficiencies. They can help you get small wins quickly but when you try increasing the level of automation you can achieve, you hit a wall because of their limitations.
The reason these technologies can fall short when handling complex processes is that most businesses need these types of tools to handle unstructured data of some sort. A few examples include:
https://hubs.ly/Q01lJJBw0
Using Alerts To Gain Efficiency For Document Processing.pdfInfrrd
How do alerts make repetitive processes efficient?
Let’s for a moment consider the job of a supervisor level in a manufacturing plant. And, this person’s responsibility is to monitor the temperature gauge in the boiler and ensure that the temperature does not rise above 300 degrees. There are two ways to do this job: one is to keep looking at the gauge and make necessary adjustments when necessary; and, the second is to set up a gauge that can imitate the operator when the temperature crosses 200 or 250 degrees. Which option is more effective? It has to be Option 2, Right? Relevant alerts/notification helps to smartly execute tasks.
https://hubs.ly/Q01kcGxk0
We entered 2022 with focused goals, an industry-driven product roadmap, and a futuristic perspective. As we kick off this third quarter, we remain focused on providing you with features to help our users reap the best results from our Intelligent Document Processing (IDP) platform.
Here are some of the major features and enhancements from our latest release.
https://www.infrrd.ai/blog/launching-infrrd-idps-latest-features
As you probably already know, Optical Character Recognition (OCR) is the electronic conversion of images of typed, handwritten, or printed text into machine-encoded text. The source can be a scanned document, a photo of a document, or a subtitle text imposed on an image. OCR converts such sources into machine-readable text.
https://www.infrrd.ai/blog/transformer-based-ocr
Where have all the data entry candidates gone?Infrrd
If you are struggling to hire data entry roles to help extract data from documents, please take comfort in the fact that you are not alone. Businesses and institutions of all sizes, even the IRS, are challenged by an acute labor shortage.
Complete Article: https://hubs.ly/Q01b-7Cg0
Intelligent Document Processing (IDP) is a relatively new segment of technologies aimed at intelligent automation. As we talk to prospects and answer their questions about IDP, we find some repetitive themes. In this post, we will look at some of the most frequently asked questions about IDP and answer them with our perspectives.
Let’s begin.
https://hubs.ly/Q015rFcN0
If you are looking for an IDP solution, you are looking at extracting meaningful information from a large volume of documents. Most of these documents have tables, which is a structured presentation of information in rows and columns with underlying relationships among its elements and attributes.
Read the complete article: https://hubs.ly/Q0136zrv0
Document Types Explained: Structured, Semi-Structured and UnstructuredInfrrd
When you start looking for an intelligent document processing (IDP) solution for your business, one of the first questions that vendors ask you is what kind of documents do you have? They expect you to give an answer from one of the three choices - structured, unstructured, or semi-structured. But there is not one definitive answer as to what kind of documents fall into which category. Let’s take a closer look..
https://hubs.ly/Q012477d0
According to Gartner, "The market for document capture, extraction, and processing is highly fragmented. Data and analytics leaders should use this research to understand the process flow and differentiated capabilities offered by intelligent document processing solutions". Gartner's recently released "Infographic: Understand Intelligent Document Processing" covers these 6 critical flows in IDP.
1. Capture or Ingestion
2. Document Preprocessing
3. Document Classification
4. Data Extraction
5. Validation and Feedback Loop
6. Integration
https://hubs.ly/Q011Bk6F0
Understanding IDP: Data Validation and Feedback LoopInfrrd
According to Gartner, "The market for document capture, extraction, and processing is highly fragmented. Data and analytics leaders should use this research to understand the process flow and differentiated capabilities offered by intelligent document processing solutions". Gartner's recently released "Infographic: Understand Intelligent Document Processing" covers these 6 critical flows in IDP.
1. Capture or Ingestion
2. Document Preprocessing
3. Document Classification
4. Data Extraction
5. Validation and Feedback Loop
6. Integration
This is the fourth post in the series exploring Data Validation and Feedback Loop.
According to Gartner, "The market for document capture, extraction and processing is highly fragmented. Data and analytics leaders should use this research to understand the process flow and differentiated capabilities offered by intelligent document processing solutions."
Read More: https://hubs.ly/H0_z0fB0
How To Start Your Journey To Become An AI Enabled Enterprise?Infrrd
Keeping up with a fast-paced technological world is now a necessity. Questions like: How to initiate automation? and Where they fit in an organization? are being asked among entrepreneurs. This infographic is meant to give some clarity on these queries. Other than that, they also inform you what steps you can take in order to make your company AI enabled.
Infrrd's Intelligent data capture platform makes capturing data from different sources, a breeze. Infrrd's IDC is a single platform that meets all the organizational needs of data capture from structured and unstructured sources to achieve business process automation to increase productivity and reduce costs.
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
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
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...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.
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.
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
Intelligent Document Processing (IDP) is a relatively new segment of technologies aimed at intelligent automation. As we talk to prospects and answer their questions about IDP, we find some repetitive themes. In this post, we will look at some of the most frequently asked questions about IDP and answer them with our perspectives.
Let’s begin.
https://hubs.ly/Q015rFcN0
If you are looking for an IDP solution, you are looking at extracting meaningful information from a large volume of documents. Most of these documents have tables, which is a structured presentation of information in rows and columns with underlying relationships among its elements and attributes.
Read the complete article: https://hubs.ly/Q0136zrv0
Document Types Explained: Structured, Semi-Structured and UnstructuredInfrrd
When you start looking for an intelligent document processing (IDP) solution for your business, one of the first questions that vendors ask you is what kind of documents do you have? They expect you to give an answer from one of the three choices - structured, unstructured, or semi-structured. But there is not one definitive answer as to what kind of documents fall into which category. Let’s take a closer look..
https://hubs.ly/Q012477d0
According to Gartner, "The market for document capture, extraction, and processing is highly fragmented. Data and analytics leaders should use this research to understand the process flow and differentiated capabilities offered by intelligent document processing solutions". Gartner's recently released "Infographic: Understand Intelligent Document Processing" covers these 6 critical flows in IDP.
1. Capture or Ingestion
2. Document Preprocessing
3. Document Classification
4. Data Extraction
5. Validation and Feedback Loop
6. Integration
https://hubs.ly/Q011Bk6F0
Understanding IDP: Data Validation and Feedback LoopInfrrd
According to Gartner, "The market for document capture, extraction, and processing is highly fragmented. Data and analytics leaders should use this research to understand the process flow and differentiated capabilities offered by intelligent document processing solutions". Gartner's recently released "Infographic: Understand Intelligent Document Processing" covers these 6 critical flows in IDP.
1. Capture or Ingestion
2. Document Preprocessing
3. Document Classification
4. Data Extraction
5. Validation and Feedback Loop
6. Integration
This is the fourth post in the series exploring Data Validation and Feedback Loop.
According to Gartner, "The market for document capture, extraction and processing is highly fragmented. Data and analytics leaders should use this research to understand the process flow and differentiated capabilities offered by intelligent document processing solutions."
Read More: https://hubs.ly/H0_z0fB0
How To Start Your Journey To Become An AI Enabled Enterprise?Infrrd
Keeping up with a fast-paced technological world is now a necessity. Questions like: How to initiate automation? and Where they fit in an organization? are being asked among entrepreneurs. This infographic is meant to give some clarity on these queries. Other than that, they also inform you what steps you can take in order to make your company AI enabled.
Infrrd's Intelligent data capture platform makes capturing data from different sources, a breeze. Infrrd's IDC is a single platform that meets all the organizational needs of data capture from structured and unstructured sources to achieve business process automation to increase productivity and reduce costs.
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
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
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...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.
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.
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
PHP Frameworks: I want to break free (IPC Berlin 2024)Ralf Eggert
In this presentation, we examine the challenges and limitations of relying too heavily on PHP frameworks in web development. We discuss the history of PHP and its frameworks to understand how this dependence has evolved. The focus will be on providing concrete tips and strategies to reduce reliance on these frameworks, based on real-world examples and practical considerations. The goal is to equip developers with the skills and knowledge to create more flexible and future-proof web applications. We'll explore the importance of maintaining autonomy in a rapidly changing tech landscape and how to make informed decisions in PHP development.
This talk is aimed at encouraging a more independent approach to using PHP frameworks, moving towards a more flexible and future-proof approach to PHP development.
Let's dive deeper into the world of ODC! Ricardo Alves (OutSystems) will join us to tell all about the new Data Fabric. After that, Sezen de Bruijn (OutSystems) will get into the details on how to best design a sturdy architecture within ODC.
Search and Society: Reimagining Information Access for Radical FuturesBhaskar Mitra
The field of Information retrieval (IR) is currently undergoing a transformative shift, at least partly due to the emerging applications of generative AI to information access. In this talk, we will deliberate on the sociotechnical implications of generative AI for information access. We will argue that there is both a critical necessity and an exciting opportunity for the IR community to re-center our research agendas on societal needs while dismantling the artificial separation between the work on fairness, accountability, transparency, and ethics in IR and the rest of IR research. Instead of adopting a reactionary strategy of trying to mitigate potential social harms from emerging technologies, the community should aim to proactively set the research agenda for the kinds of systems we should build inspired by diverse explicitly stated sociotechnical imaginaries. The sociotechnical imaginaries that underpin the design and development of information access technologies needs to be explicitly articulated, and we need to develop theories of change in context of these diverse perspectives. Our guiding future imaginaries must be informed by other academic fields, such as democratic theory and critical theory, and should be co-developed with social science scholars, legal scholars, civil rights and social justice activists, and artists, among others.