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Thank you for taking part in the
PoolParty Summit 2024

ALL THE RECORDED VIDEOS OF THE SUMMIT CAN BE FOUND HERE

Geared towards PoolParty users, partners, and the general semantic web community, the PoolParty Summit 2024 allowed attendees to see how semantic technologies work in real-life use cases, from the hands of the people working directly with the software.

Across the 3 days of the PoolParty Summit 2024, we were happy to have over 1300 registrants, 20 different sessions, and 35 speakers whose expertise ranged from various roles and industries.

 

 

DAY 1

The first day of the PoolParty Summit 2024 kicked off with opening remarks from Semantic Web Company CEO Andreas Blumauer. Andreas highlighted the main themes of the Summit such as LLMs and the risks that they pose when not combined with explainable technologies like knowledge graphs. A couple of success stories followed this presentation as well as a short presentation about the new Generative AI Product Bundle offered at SWC.

The final session of the day included a panel about LLMs and knowledge graphs.

Click on the individual videos below to check out these sessions!

Andreas Blumauer, CEO, Semantic Web Company, Founder of PoolParty

The PoolParty Summit 2023 was kicked off with the opening remarks from Semantic Web Company CEO Andreas Blumauer. He addresses the major themes of the Summit, with particular focus on LLMs, knowledge graphs, and AI.

Gary Leicester, Content Metadata Controller at CABI

CABI’s mission is to improve lives globally by providing information and applying scientific expertise to solve problems in agriculture and the environment. Integral to this mission, the CABI Thesaurus, indexing 15 million abstract records in the CABI Digital Library, faced challenges at the start of 2023. It was siloed, hard to maintain, and disconnected from CABI’s broader initiatives. A transformative year later, the Thesaurus is rejuvenated, reborn in SKOS/RDF, and tightly integrated with 80,000 CABI Compendium datasheets. It now powers Invasive Species Detection, Pest Risk Analysis, and Horizon Scanning tools, and is poised to bring a greatly enhanced search and discovery experience across the CABI Digital Library. Gary Leicester, Content Metadata Controller at CABI, shares how PoolParty was instrumental to this transformation.

Amber Simpson, Senior Manager, Knowledge Management at Walmart.
Heather Hedden, Senior Consultant at Enterprise Knowledge.
There is a growing need within skills-based organizations to align employee training with skills and roles. Taxonomies can help provide a foundation to align skills to learning content. Amber Simpson discusses Walmart’s current effort to push learning content to associates by providing them skills for their current and next role and recommend learning paths. Heather Hedden looks at issues involved in coming up with taxonomy of skills, the importance of considering the different users of a skills taxonomy, how skills can be linked to roles in a simple ontology, and the challenges in application frontend design.

Dorian Selz, Co-Founder and CEO at Squirro.

In the rapidly evolving landscape of data analytics, the integration of graph technology into an Insights platform represents a significant leap forward in harnessing the power of complex data relationships for enhanced insight generation. This presentation delves into the technical and strategic advantages of merging graph databases with an Insight Engine’s advanced data analytics capabilities. This session aims to provide a comprehensive overview of the implementation process, the challenges overcome, and the tangible benefits realized through this integration.

Sebastian Gabler, Chief Customer Officer at Semantic Web Company.

Want to know how to make a Large Language Model (LLM) even better? Join CCO Sebastian Gabler in this short session where he will walk you through the Generative AI Product Bundle that we are currently developing. We use Semantic Retrieval Augmented Generation (RAG) to make LLMs more reliable by incorporating relevant, up-to-date knowledge directly related to a user’s query. The result? A complete new search experience for the workplace of the future using the Semantic RAG.

 

Andreas Blumauer, CEO and Co-Founder at Semantic Web Company.
Anna Fensel, Professor, Dr., Wageningen University & Research at the Netherlands.
Caroline Coward,
Information Science Manager/Library Group Supervisor at Jet Propulsion Laboratory NASA.
Ethan Hamilton,
Data Engineer at Enterprise Knowledge.
Joe Gelb,
President and Head of Business Development at Zoomin.
Michael Iantosca, Senior Director, Platform & Tools at Avalara Inc.
Martin Kaltenböck, CFO and Co-Founder at Semantic Web Company.

Generative AI and large language models (LLMs) took 2023 by storm. Despite their popularity, many worry about the risks they pose. LLMs are smart, but can we trust the sources they’re pulling from? Is AI moving too fast? What about the ethical implications? Does the LLM answer my question fully or are we missing some information? Especially in the workplace, can we rely on LLMs alone to make decisions? This roundtable will seek to answer some of these questions and present another alternative: Explainable AI. Our thought leaders will speak to the strengths of combining these generative technologies with knowledge graphs that can help explain the results and support the generation of high-quality data to train the models.

DAY 2

The second day of the PoolParty Summit 2024 kicked off with a deep dive on the PoolParty 2024 Release.

We also had a session on PoolParty for SharePoint and additional presentations from customers. The final session of the day was an intelligent content panel.

Click on the individual videos below to check out these sessions!

Armin Friedl, Director of Software Engineering at Semantic Web Company.
Sebastian Gabler,
Chief Customer Officer at Semantic Web Company.

The PoolParty Chief Customer Officer and Product Development Team will give you a deep dive on the PoolParty 2024 Release. Stay tuned for information about our new frontend search application, improvements to the Recommender Workbench, changes to the user experience and design, and more.

Alexi Lopez-Lorca, Associate Director of Professional Services at Semantic Web Company.
Frederick Bednar, Data Analytics and Data Science Consultant at EBCONT.

PoolParty for SharePoint is a solution integrated with SharePoint Online that uses fully explainable Semantic AI to enable knowledge transfer and discovery across an organization. It models the knowledge of experts in a customized business domain and automates the workflows of managing content in SharePoint. Last year was our official launch of the product – this year is our chance to talk about some of our new exciting features and developments.

Tune in to hear PoolParty for SharePoint Product Manager Alexi Lopez-Lorca and Frederick Bednar, Data Analytics and Data Science Consultant at EBCONT, talk about the benefits having automated tagging and semantic search in SharePoint.

Jans Aasman, CEO at Franz Inc..

 

Neuro-Symbolic AI is transforming sales management by integrating neural networks’ learning capabilities with symbolic AI’s reasoning. This approach utilizes AI Knowledge Graphs, like those in AllegroGraph, to model and analyze complex data relations, enhancing decision-making with clear insights. CallBrain by Franz Inc. exemplifies this by interpreting sales dialogues in multiple languages to extract actionable insights, thanks to AllegroGraph’s features like SPARQL queries and temporal reasoning. These insights enable sales strategies that are more tailored and effective, improving agent productivity and sales outcomes. Complementing AllegroGraph, PoolParty offers semantic middleware solutions, further refining the Neuro-Symbolic AI framework. It allows for sophisticated knowledge management and data linking, indicating a future where AI systems not only analyze but also articulate insights understandably.
This talk will delve into how these integrated technologies are redefining sales management, marking a significant shift towards Neuro-Symbolic AI adoption in enterprise applications.

Andreas Blumauer, CEO and Co-Founder at Semantic Web Company.

 

In recent months, many theoretical papers have been written about the hallucinations, factual accuracy and precision of Generative AI for industries where inaccuracies are not possible. Today we want to leave the theoretical realm and take a concrete tour with knowledge expert and Semantic Web Company CEO Andreas Blumauer to show the possibilities of combining Generative AI and Semantic Models. In this video, Andreas shows us how a Semantic RAG (Retrieval-Augmented Generation) can outperform plain LLMs and provide actionable insights for organizations.

Amber Swope, DITA Specialist and Information Manager at DITA Strategies Inc.
Elsa Sklavounou, Vice President AI Alliances, Global Partnerships at RWS
Karsten Schrempp, Founder and Managing Partner at PANTOPIX
Klaus Fleischmann, CEO at Kaleidoscope
Michael Iantosca, Senior Director, Platform & Tools at Avalara Inc.
Toni Byrd Ressaire, Director of Innovation at Technically Write IT
Helmut Nagy, CPO at Semantic Web Company

With its ability to handle multi-format, multi-channel, multi-lingual, and multi-authored content, intelligent content authoring has become indispensable. Companies do not have to worry about content being lost and can increase the shelf-life of a piece of content, making it all the more valuable. Intelligent content fuses technology with human capability and knowledge so that it is findable (via understanding human search intent), reusable, and machine readable (via structured components and metadata). This roundtable will bring together the different voices of the Content Component Alliance, where experts in the intelligent content space each have their own hand in building and/or using content that better suits the needs of a workplace.

DAY 3

The third and final day of the PoolParty Summit 2024 kicked off with customer success stories from Healthdirect Australia and Takeda.

ESG was also a topic of the day with one presentation focusing on recommender systems for ESG and an ESG panel.

The day ended with a PoolParty Roadmap presentation and a success story from Oxford University Press.

Click on the individual videos below to check out these sessions!

James Humffray, Information Manager at Healthdirect Australia.

2024 marks ten years of Healthdirect Australia using PoolParty. Initially using PoolParty Thesaurus Manager to manage a single taxonomy for classification of content for improved discoverability on a website, we have progressed to using the whole PoolParty Semantic Suite for many other use cases on many channels. We have developed a health knowledge graph that is capable of supporting many of our systems and applications. We are managing multiple ontologies and schemas. The semantic suite is now managing the ingestion and RDF transformation of the information we need. It is supporting new applications such as rules engines and symptom checkers, and also other channels such as contact centre helplines. The next step for us will be to explore semantic AI opportunities that add value to our offerings whilst maintaining clinical integrity. This presentation will take you on this journey, so strap yourselves in for the ride!

Michael Schwaerzler, Head, Computational Technology at Takeda.

“All our data has to be findable, accessible, linked, and understandable for our members!” This statement, well-known in many organizations and enterprises, poses a severe challenge in a Pharmaceutical Process Development environment in which data is not only highly regulated and protected but partly decades old, highly heterogeneous, multi-lingual, originating from various active (and many more legacy) systems, and governed on various enterprise levels – it is also highly context-specific and has been historically captured mainly for documentation purposes. This talk aims to recapitulate the journey from an innovative idea for revolutionizing Takeda’s data management and utilization approach to a finished product in the form of a semantic search application built on top of the PoolParty Suite, allowing our pharmaceutical scientists and program managers to explore and discover their data treasures. In particular, I want to focus on the challenges that we did not expect at the beginning: communicating the complexity of such a project to a non-IT audience; dealing with expectations, skepticism, and conflicts of interest; balancing changing requirements; and confronting data owners with discovered data gaps. Ultimately, this journey not only transformed our data management practices but also led to revisiting the organization’s business processes related to data capturing and standardization, and sparked ideas for various future use cases built on top of our semantic layer.

Daniel Gallar, Associate Director of Sales at Semantic Web Company.
Lorenzo Tosi, ESG Solutions Engineer at Semantic Web Company.

In the digital workplace, intelligent recommender systems should represent the vast ecosystem of an organization and understand to some extent how information actually fits together. Employees aren’t looking for “others also bought” suggestions that are typical from ecommerce sites, but are looking instead for documents for further reading, topic connections, and answers to complex queries.

The PoolParty Recommender helps workers complete their often complex work steps more efficiently and error-free with a knowledge-based recommender system approach. This approach is tailored to an organization and the specific knowledge domain it is built for, making the recommendations more accurate and trustworthy. This is especially helpful when working in a sophisticated domain like sustainability and ESG – where data is abundant and frameworks are overwhelming. A PoolParty Recommender can help support compliance checks along predefined frameworks and offer smart recommendations regarding possible opportunities, e.g. in the area of clean technologies.

This presentation, led by SWC’s Associate Director of Sales Daniel Gallar and ESG Solutions Engineer Lorenzo Tosi, will explore business benefits of the PoolParty Recommender along with ESG use cases and a demo.

Josef Baumüller, University Lecturer and Researcher at TU Wien.
Nathalie Ghorayeb, ESG Business Developer at Semantic Web Company.
Josef Baumüller, University Lecturer and Researcher at TU Wien.

 

Global sustainability challenges have created new risk factors for both investors and companies, which require a re-evaluation of traditional investment approaches. Companies should view ESG not only as a necessity to be compliant, but as an opportunity for transformation. Environmental – Social – Governance (ESG) is a framework that helps corporations/investors measure their activities and procedures in relation to sustainability issues.
On top of the risks posed by inaction, ESG is a dizzying world of standards, policies, statistics, governing bodies, etc. Data quality and accessibility are important factors to ensure that stakeholders can navigate the complex ESG landscape. This roundtable combines experts in sustainability, finance, and technology who will speak about how to roll out successful sustainability strategies and the advantages of an AI-driven approach

Nikhil Acharya, Knowledge Engineer at PANTOPIX.

 

Identifying Entities and Relations from Heterogeneous data sources related to Technical Documentation is an important part of building a Knowledge Base. Technical Data comprises of Tables, raw text and Images pertaining to different products. We use Pretrained LLM and OCR models to identify Product and Product properties from these sources. This extracted Product information is now disambiguated using vector embeddings and mapped to specific entities and relations in our PIM ontology. This usage of AI tools helps us build a much more concrete Knowledge Base for our customers compared to standard data transformation approaches which only work on structured data and are rule based.

Krasimira Bozhanova, Solutions Architect at Ontotext

With the great demand for transforming data interaction with Natural Language Query (NLQ), the Retrieval Augmented Generation (RAG) emerged as the easiest way to achieve that. Let’s see in practice how we can achieve various RAG implementations over GraphDB data to construct a conversational interface and explore the pros and cons of each approach.

Tomas Knap, CTO at Semantic Web Company
Christian Blaschke, Product Owner at Semantic Web Company
Helmut Nagy, COO and Strategic Product Manager at Semantic Web Company

 

As we have the honor of closing this year’s PoolParty Summit with our presentation, we will look ahead to our vision for PoolParty for the next years to come and provide an overview of upcoming developments in PoolParty Semantic Suite, PoolParty Application Development Framework, and PoolParty for SharePoint.

Shaun McDonald, Senior Content Engineer at Oxford University Press.

While OUP is known for publishing books and journals, our online customers engage with this content in smaller pieces. Publication processes that semantically tag our books and journals are too broad as-is and far too costly to fine-tune and apply to their constituent parts, which number in the millions. This is one of the use-cases the Taxonomy Classification Service was designed to address by leveraging machine learning via PoolParty’s Semantic Classifier component.

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