Latest Knowledge graph Podcast Episodes
#10 - The Future of Data Management - Sean Martin
Chaos Orchestra - The Knowledge Graph Podcast - September 24, 2021 18:00 - 1 hourKnowledge Graphs revolutionise the way companies make use of their data. The technology has the potential to turn every digitised piece of knowledge in a company into actionable insights. You can exceed even Google’s Search capabilities by creating an intelligent platform with knowledge graph. M...
#09 - Cognitive Graph Analytics - Jans Aasman
Chaos Orchestra - The Knowledge Graph Podcast - September 02, 2021 16:00 - 47 minutesCan Knowledge Graphs help to build better Cognitive Models? How will Knowledge Graphs look like in the future and how will we interact with them? Why didn't Knowledge Graphs solve COVID-19-related data problems? How far away are Technocracy and Digital Immortality? Extrapolating from 40 years o...
#08 - Graph Representation Learning - Guiseppe Futia
Chaos Orchestra - The Knowledge Graph Podcast - August 05, 2021 03:00 - 25 minutesGraph Neural Networks are very effective in dealing with complex network data structures to perform label and link predictions. They can process typological and structural information from social networks to protein pathways. But can they also work with multi-dimensional and dynamic data models ...
#07 - Knowledge Graphs vs. Fake News - Daniel Schwabe
Chaos Orchestra - The Knowledge Graph Podcast - June 17, 2021 11:00 - 55 minutesWe have never been closer to knowledge democratisation and collective intelligence. However, the enabling technology is a blessing and a curse at the same time. Fake News and Filter Bubbles dominate the spread of information in social networks and search engines, influencing our personal trust c...
#06 - Knowledge democratization & Abstract Wikipedia - Denny Vrandečić
Chaos Orchestra - The Knowledge Graph Podcast - June 03, 2021 15:00 - 59 minutesWikipedia, Google and social networks transformed the way of knoweldge aggregation and spread - but can we make all of humanty's knoweldge machine-readable? Are Knoweldge Graphs enough to achieve that? What technological and social challenges come with Knoweldge democratization? Inspiring and t...
#05 - Ontologies, Knowledge & Human-Machine Interfaces - Panos Alexopoulos
Chaos Orchestra - The Knowledge Graph Podcast - May 20, 2021 15:00 - 1 hourOntologies are a way to represent and communicate knowledge, understandable to both - machines and humans. But what level of expressivity is needed to be able to convey human thoughts and human understanding of the world to machines? Are current graph representation models sufficient for general...
#04 - Science Knowledge Graph - Sören Auer
Chaos Orchestra - The Knowledge Graph Podcast - May 13, 2021 16:00 - 53 minutesIt is nearly impossible for a scientist to process all relevant information to one's field of research. Due to “antique”, document-based knowledge transmission methods, scientists are deriving hypotheses from a smaller and smaller fraction of our collective knowledge. It seems that science has ...
#03 - Knowledge-infused Learning - Manas Gaur
Chaos Orchestra - The Knowledge Graph Podcast - May 06, 2021 15:00 - 43 minutesDeep Learning has proven to be the primary technique to address a number of problems. But each application of AI inevitably encounters unexpected scenarios (edge cases) in which the system does not perform as required. Knowledge-infused learning uses commonsense knowledge encoded in Knowledge Gr...
#02 - Intelligence & NLU, the ultimate test for AI - Walid Saba
Chaos Orchestra - The Knowledge Graph Podcast - April 27, 2021 23:00 - 1 hourDespite huge investments into Deep Learning we did not get close to making machines understand natural language (NLU). Can semantic approaches make up for weaknesses of Deep Learning like for example abstraction and generalization ? If humans would need to touch hundreds of hot ovens before they...
#01 - The RobotCEO - Dan McCreary
Chaos Orchestra - The Knowledge Graph Podcast - April 26, 2021 20:00 - 54 minutesCan we build a #google for enterprise data? How can #KnowledgeGraphs & #HybridAI help executives make better business decisions, and accelerate the evolution towards enterprise collective intelligence? “The direction is very clear and you can’t stop it” - Inspiring talk with Dan McCreary !
#01 - The RobotCEO - Dan McCreary
Chaos Orchestra - The Knowledge Graph Podcast - April 26, 2021 20:00 - 54 minutesCan we build a #google for enterprise data? How can #KnowledgeGraphs & #HybridAI help executives make better business decisions, and accelerate the evolution towards enterprise collective intelligence? “The direction is very clear and you can’t stop it” - Inspiring talk with Dan McCreary !
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