In this presentation, the Wooga Product Manager Teemu Haila talks in-depth about his experience adapting a +16 million MAU arcade game from Facebook to iOS. He shares insights from the pre-launch evolution of the project, and discusses the most important post-launch improvements made to Wooga’s first iOS title.
Story of Warlords: Bringing a turn-based strategy game to mobile Wooga
About three years ago we set out on a mission: We wanted to bring a round-based strategy game, a genre that most gamers so far mainly enjoyed on PCs, to mobile. Today that mission is nearly completed with Warlords having been soft launched in various countries and showing very promising data. This may all sound easy enough, but the truth is that it was a hell of a ride for the team and there were times when we weren´t even sure if the project would continue. Along the way, we´ve learned many valuable things which we believe in the end made the difference and led to the numbers we now see. Wilhelm, Head of Studio and Product Lead for Warlords, will share these learnings in his talk answering the following questions: What set screws did we touch to make the session structure, pacing and content consumption work on mobile? Why different meta game systems are crucial? And finally how sticking to your game vision from start to end can make you survive such a ride.
In it for the long haul - How Wooga boosts long-term retentionWooga
GDC San Francisco 2015 Presentation by Sebastian Nussbaum and Adam Telfer
Today's mobile games market is tough. With thousands of new titles being available to download every week and CPIs rising high, new game concepts need to stand out. But even more importantly, they need to stay relevant for a long time. Long-term retention is the key for having a realistic shot at the top-grossing ranks of the app stores. In the first part of this talk, attendees will learn how mobile game developer Wooga evaluates new IP to ensure a long-lasting gameplay experience. The second half will show one example of how storytelling and episodic content can drive long-term retention. Sebastian will share insights and learnings from Wooga's projects in episodic content production and how to best set up your team for the ride.
Story of Warlords: Bringing a turn-based strategy game to mobile Wooga
About three years ago we set out on a mission: We wanted to bring a round-based strategy game, a genre that most gamers so far mainly enjoyed on PCs, to mobile. Today that mission is nearly completed with Warlords having been soft launched in various countries and showing very promising data. This may all sound easy enough, but the truth is that it was a hell of a ride for the team and there were times when we weren´t even sure if the project would continue. Along the way, we´ve learned many valuable things which we believe in the end made the difference and led to the numbers we now see. Wilhelm, Head of Studio and Product Lead for Warlords, will share these learnings in his talk answering the following questions: What set screws did we touch to make the session structure, pacing and content consumption work on mobile? Why different meta game systems are crucial? And finally how sticking to your game vision from start to end can make you survive such a ride.
In it for the long haul - How Wooga boosts long-term retentionWooga
GDC San Francisco 2015 Presentation by Sebastian Nussbaum and Adam Telfer
Today's mobile games market is tough. With thousands of new titles being available to download every week and CPIs rising high, new game concepts need to stand out. But even more importantly, they need to stay relevant for a long time. Long-term retention is the key for having a realistic shot at the top-grossing ranks of the app stores. In the first part of this talk, attendees will learn how mobile game developer Wooga evaluates new IP to ensure a long-lasting gameplay experience. The second half will show one example of how storytelling and episodic content can drive long-term retention. Sebastian will share insights and learnings from Wooga's projects in episodic content production and how to best set up your team for the ride.
Entitas System Architecture with Unity - Maxim Zaks and Simon Schmid Wooga
UNITE Europe 2015 + Unity User Group Presentation
Unity incorporates the component based architecture in a seamless manner. But for some games, a more data driven approach (entity system architecture) fits better. In this talk, Maxim Zaks & Simon Schmid (Wooga) show why entity system architecture fits and how you can use Entitas-CSharp in your own Unity project.
Saying No to the CEO: A Deep Look at Independent Teams - Adam TelferWooga
GDC Europe 2015
Truly independent teams within a game studio are an interesting idea. Wooga, Supercell and others have promoted having this type of structure. Each team having full ownership over decisions in their game. Teams saying no to the rest of the company when they believe in a product. This all sounds great on paper, but what happens in practice? Adam Telfer goes into details of the ups and downs of working in an independent culture. How Wooga has adapted its processes through the years. A culture where you have full control, but also full responsibility.
Innovation dank DevOps (DevOpsCon Berlin 2015)Wooga
“You build it, you run it!” - Wenn Du als Entwickler weisst, dass Du Deine Software selbst betreiben musst, was bist bereit zu tun, um den späteren Betrieb zu vereinfach?
Bei Wooga haben Dutzende von Teams ihre eigene Antwort auf die Frage gesucht und dabei von den Erfahrungen der anderen Teams gelernt. Herausgekommen ist ein großes Experimentierfeld beim Betrieb von Web Services - und eine technologische Innovation, die uns innerhalb weniger Iterationen von einem simplen LAMP-Stack zu lastabhängig skalierenden stateful Servern auf Basis von Erlang oder Akka gebracht hat.
Big Fish, small pond - strategies for surviving in a maturing market - Ed BidenWooga
Quo Vadis Conference Berlin 2015
Mobile games have never been more competitive. Production values and marketing costs are ever increasing and the top grossing charts look strangely similar to the year before. So how can developers maximize their chances of success in such a tough market? Is it better to clone a hit or innovative wildly? Should they focus on one genre, or dabble in many? Ed draws on extensive market analysis and experience developing games to explain why selective innovation is the key to success.
Tom LeClerc's talk at App Promotion Summit Berlin 2014:
REVIEW MINING:
THE APP STORE OPTIMIZER’S SECRET WEAPON
An Overview Of The Value Of Review Mining
What Review Mining Tools You Have At Your Disposal
Using Reviews To Generate Keywords And Understand Your Users
We've learned a lot through doing DevOps: Every commit is automatically integrated, tested, and deployed to a staging environment. And then it only takes one push of a button and the release goes live...
Unfortunately, it's not as simple anymore when operating mobile applications: How can you quickly update your mobile software when the app store provider wants to test your software first for a few days? How can you update your configuration when your app can run offline? And how do you track down errors when the data is distributed to millions of mobile clients? Those were just some of the challenges we encountered during the operation of mobile games with millions of daily users. In this talk we will talk about the solutions we have found to address them.
DevOps goes Mobile - Jax 2014 - Jesper Richter-ReichhelmWooga
DevOps hat uns viel gelehrt: Jedes Commit wird automatisch integriert, getestet und in eine Stagingumgebung installiert. Und einen Knopfdruck später geht das Release dann live.
Aber leider funktioniert das und vieles mehr, was uns in Zeiten von DevOps als Normal erscheint, nicht bei mobilen Applikationen.
Wie kann ich also schnell meine mobile Software anpassen, wenn der Betreiber des App Stores erst tagelang testen will? Wie kann ich Konfiguration anpassen, wenn die App auch offline laufen soll? Und wie funktioniert Fehlersuche, wenn die Daten auf Millionen von mobilen Clients verteilt sind?
Beim Betrieb von mobilen Spielen mit Millionen täglicher Nutzer standen wir genau diesen Fragen gegenüber. Der Vortrag wird darlegen, welche Antworten wir darauf gefunden haben.
Jelly Splash: Puzzling your way to the top of the App Stores - GDC 2014Wooga
The match 3 puzzle genre is almost as old as it gets. Scour the App Store and you'll find hundreds of different varieties out there. Very few of these succeed however, and even less manage to hit the number one spot on the U.S. Apple App Store top download chart. Wooga's Jelly Splash managed to do just that, and in this session Florian Steinhoff, the creator of Jelly Splash, will give a detailed account on how his team managed that and what he learned throughout the development process.
Two Ann(e)s and one Julia_Wooga Lady Power from Berlin_SGA2014Wooga
Three people, three talks: First, Anne explains how Wooga makes it in the hit driven mobile F2P world and frequently creates hit games. Then, Ann and Julia share their insights into the company from an intern’s perspective. Julia is currently working with a team in the prototyping phase using C#. Ann develops Objective-C for one of Wooga's live games. Both of them are students of Chalmers University of Technology, Gothenburg. Anne is in charge of University Relations at Wooga.
Tags: Equality, production, programming, career.
How to stand out in a hit driven business - Game Connection Paris 2013 - SebK...Wooga
The mobile gaming market is huge with roughly 4,000 new iOS games per month and more than 5bn USD revenue per year. But that market also has a huge number of players who want a piece of the pie making the mobile gaming industry a very hit driven business. In his talk, Sebastian Kriese Corporate Partnerships Manager at Wooga, will give some insights about what the Berlin based social and mobile game developer considers a hit game and how they manage to create at least 2 of these hits per year.
Nur zwei Entwickler, die alleine Entwurf, Entwicklung und Betrieb eines Backends für ein Social Games mit Millionen von täglichen Nutzern stemmen. Sie greifen dabei zwar zwar auf die Erfahrungen der vorhergehenden Teams zurück, haben aber alle Freiheiten, ‘ihr’ Backend so zu bauen, wie sie es wollen. Funktioniert das? Auch in der Realität?
Ja, es funktioniert. Auch mit mittlerweile 20 Teams in einem Unternehmen von 250 Mitarbeitern. Warum das so ist, und warum es gleichzeitig enorm hilfreich für Innovation, Motivation und Eigeninitiative ist, darum geht es in diesem Vortrag.
Why Having Impact Matters for Good Developers (GOTO Berlin)Wooga
Why is it so hard to create an adequate working environment for good developers? Why do we have insecure managers, lots of hierarchy levels, and micromanagement instead in so many companies? It's so simple to make things better: Remove the classic tech lead, avoid the Peter principle and let small teams organize themselves. Agreed, that's not easy, and there are challenges. But I see it work everyday around me. It means that developers have to care for a bit more than just code, but the rewards are freedom to have own choices and to have a real impact on the product. Let's see how this works in reality, what works great and where there are still things to improve.
DevOps is all about collaboration between developers and operations people, and that is a Good Thing. But what about product managers, analysts, graphic designers, marketing managers, customer support reps? How do you foster collaboration within the *whole* company?
At Wooga, we use a two-pronged approach: (1) We have many small teams, that are independent from each other. (2) We use a number of tricks to increase communication across teams. In this talk, I will share some of these simple and easy-to-emulate recipes with you, and explain how they help us take DevOps to the next level.
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.
Entitas System Architecture with Unity - Maxim Zaks and Simon Schmid Wooga
UNITE Europe 2015 + Unity User Group Presentation
Unity incorporates the component based architecture in a seamless manner. But for some games, a more data driven approach (entity system architecture) fits better. In this talk, Maxim Zaks & Simon Schmid (Wooga) show why entity system architecture fits and how you can use Entitas-CSharp in your own Unity project.
Saying No to the CEO: A Deep Look at Independent Teams - Adam TelferWooga
GDC Europe 2015
Truly independent teams within a game studio are an interesting idea. Wooga, Supercell and others have promoted having this type of structure. Each team having full ownership over decisions in their game. Teams saying no to the rest of the company when they believe in a product. This all sounds great on paper, but what happens in practice? Adam Telfer goes into details of the ups and downs of working in an independent culture. How Wooga has adapted its processes through the years. A culture where you have full control, but also full responsibility.
Innovation dank DevOps (DevOpsCon Berlin 2015)Wooga
“You build it, you run it!” - Wenn Du als Entwickler weisst, dass Du Deine Software selbst betreiben musst, was bist bereit zu tun, um den späteren Betrieb zu vereinfach?
Bei Wooga haben Dutzende von Teams ihre eigene Antwort auf die Frage gesucht und dabei von den Erfahrungen der anderen Teams gelernt. Herausgekommen ist ein großes Experimentierfeld beim Betrieb von Web Services - und eine technologische Innovation, die uns innerhalb weniger Iterationen von einem simplen LAMP-Stack zu lastabhängig skalierenden stateful Servern auf Basis von Erlang oder Akka gebracht hat.
Big Fish, small pond - strategies for surviving in a maturing market - Ed BidenWooga
Quo Vadis Conference Berlin 2015
Mobile games have never been more competitive. Production values and marketing costs are ever increasing and the top grossing charts look strangely similar to the year before. So how can developers maximize their chances of success in such a tough market? Is it better to clone a hit or innovative wildly? Should they focus on one genre, or dabble in many? Ed draws on extensive market analysis and experience developing games to explain why selective innovation is the key to success.
Tom LeClerc's talk at App Promotion Summit Berlin 2014:
REVIEW MINING:
THE APP STORE OPTIMIZER’S SECRET WEAPON
An Overview Of The Value Of Review Mining
What Review Mining Tools You Have At Your Disposal
Using Reviews To Generate Keywords And Understand Your Users
We've learned a lot through doing DevOps: Every commit is automatically integrated, tested, and deployed to a staging environment. And then it only takes one push of a button and the release goes live...
Unfortunately, it's not as simple anymore when operating mobile applications: How can you quickly update your mobile software when the app store provider wants to test your software first for a few days? How can you update your configuration when your app can run offline? And how do you track down errors when the data is distributed to millions of mobile clients? Those were just some of the challenges we encountered during the operation of mobile games with millions of daily users. In this talk we will talk about the solutions we have found to address them.
DevOps goes Mobile - Jax 2014 - Jesper Richter-ReichhelmWooga
DevOps hat uns viel gelehrt: Jedes Commit wird automatisch integriert, getestet und in eine Stagingumgebung installiert. Und einen Knopfdruck später geht das Release dann live.
Aber leider funktioniert das und vieles mehr, was uns in Zeiten von DevOps als Normal erscheint, nicht bei mobilen Applikationen.
Wie kann ich also schnell meine mobile Software anpassen, wenn der Betreiber des App Stores erst tagelang testen will? Wie kann ich Konfiguration anpassen, wenn die App auch offline laufen soll? Und wie funktioniert Fehlersuche, wenn die Daten auf Millionen von mobilen Clients verteilt sind?
Beim Betrieb von mobilen Spielen mit Millionen täglicher Nutzer standen wir genau diesen Fragen gegenüber. Der Vortrag wird darlegen, welche Antworten wir darauf gefunden haben.
Jelly Splash: Puzzling your way to the top of the App Stores - GDC 2014Wooga
The match 3 puzzle genre is almost as old as it gets. Scour the App Store and you'll find hundreds of different varieties out there. Very few of these succeed however, and even less manage to hit the number one spot on the U.S. Apple App Store top download chart. Wooga's Jelly Splash managed to do just that, and in this session Florian Steinhoff, the creator of Jelly Splash, will give a detailed account on how his team managed that and what he learned throughout the development process.
Two Ann(e)s and one Julia_Wooga Lady Power from Berlin_SGA2014Wooga
Three people, three talks: First, Anne explains how Wooga makes it in the hit driven mobile F2P world and frequently creates hit games. Then, Ann and Julia share their insights into the company from an intern’s perspective. Julia is currently working with a team in the prototyping phase using C#. Ann develops Objective-C for one of Wooga's live games. Both of them are students of Chalmers University of Technology, Gothenburg. Anne is in charge of University Relations at Wooga.
Tags: Equality, production, programming, career.
How to stand out in a hit driven business - Game Connection Paris 2013 - SebK...Wooga
The mobile gaming market is huge with roughly 4,000 new iOS games per month and more than 5bn USD revenue per year. But that market also has a huge number of players who want a piece of the pie making the mobile gaming industry a very hit driven business. In his talk, Sebastian Kriese Corporate Partnerships Manager at Wooga, will give some insights about what the Berlin based social and mobile game developer considers a hit game and how they manage to create at least 2 of these hits per year.
Nur zwei Entwickler, die alleine Entwurf, Entwicklung und Betrieb eines Backends für ein Social Games mit Millionen von täglichen Nutzern stemmen. Sie greifen dabei zwar zwar auf die Erfahrungen der vorhergehenden Teams zurück, haben aber alle Freiheiten, ‘ihr’ Backend so zu bauen, wie sie es wollen. Funktioniert das? Auch in der Realität?
Ja, es funktioniert. Auch mit mittlerweile 20 Teams in einem Unternehmen von 250 Mitarbeitern. Warum das so ist, und warum es gleichzeitig enorm hilfreich für Innovation, Motivation und Eigeninitiative ist, darum geht es in diesem Vortrag.
Why Having Impact Matters for Good Developers (GOTO Berlin)Wooga
Why is it so hard to create an adequate working environment for good developers? Why do we have insecure managers, lots of hierarchy levels, and micromanagement instead in so many companies? It's so simple to make things better: Remove the classic tech lead, avoid the Peter principle and let small teams organize themselves. Agreed, that's not easy, and there are challenges. But I see it work everyday around me. It means that developers have to care for a bit more than just code, but the rewards are freedom to have own choices and to have a real impact on the product. Let's see how this works in reality, what works great and where there are still things to improve.
DevOps is all about collaboration between developers and operations people, and that is a Good Thing. But what about product managers, analysts, graphic designers, marketing managers, customer support reps? How do you foster collaboration within the *whole* company?
At Wooga, we use a two-pronged approach: (1) We have many small teams, that are independent from each other. (2) We use a number of tricks to increase communication across teams. In this talk, I will share some of these simple and easy-to-emulate recipes with you, and explain how they help us take DevOps to the next level.
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
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.
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
Generating a custom Ruby SDK for your web service or Rails API using Smithyg2nightmarescribd
Have you ever wanted a Ruby client API to communicate with your web service? Smithy is a protocol-agnostic language for defining services and SDKs. Smithy Ruby is an implementation of Smithy that generates a Ruby SDK using a Smithy model. In this talk, we will explore Smithy and Smithy Ruby to learn how to generate custom feature-rich SDKs that can communicate with any web service, such as a Rails JSON API.
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.
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
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.
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
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
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.
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