พอดคาสท์ Knowledge Graph ชั้นนำ (2024)

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#10 - The Future of Data Management - Sean Martin 1:23:23

2+ y ago1:23:23

1:23:23

Knowledge 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. Many of us can imagine our idealistic future data dream…

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#09 - Cognitive Graph Analytics - Jans Aasman 47:44

2+ y ago47:44

47:44

Can 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 of Knowledge Graphs and cognitive models with Dr. Jans A…

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#08 - Graph Representation Learning - Guiseppe Futia 25:44

2+ y ago25:44

25:44

Graph 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 of Semantic Graphs? What information loss does one hav…

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#07 - Knowledge Graphs vs. Fake News - Daniel Schwabe 55:17

3y ago55:17

55:17

We 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 chains and constantly directing our perspective on the …

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#06 - Knowledge democratization & Abstract Wikipedia - Denny Vrandečić 59:37

3y ago59:37

59:37

Wikipedia, 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 thought provoking conversation with Denny Vrandečić, Hea…

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#05 - Ontologies, Knowledge & Human-Machine Interfaces - Panos Alexopoulos 1:00:15

3y ago1:00:15

1:00:15

Ontologies 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 generalisation and reasoning? How many ontology engineers wou…

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#04 - Science Knowledge Graph - Sören Auer 53:15

3y ago53:15

53:15

It 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 outgrown the human mind and its limited capacities. But…

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#03 - Knowledge-infused Learning - Manas Gaur 43:22

3y ago43:22

43:22

Deep 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 Graphs in order to provide capabilities like generalisat…

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#02 - Intelligence & NLU, the ultimate test for AI - Walid Saba 1:19:06

3y ago1:19:06

1:19:06

Despite 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 being able to extrapolate and generalize - our lives …

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#01 - The RobotCEO - Dan McCreary 54:02

3y ago54:02

54:02

Can 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 !โดย Boris Shalumov

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Knowledge Graph พอดคาสต์

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1
Chaos Orchestra - The Knowledge Graph Podcast

Boris Shalumov

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#10 - The Future of Data Management - Sean Martin 1:23:23

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#09 - Cognitive Graph Analytics - Jans Aasman 47:44

1
#08 - Graph Representation Learning - Guiseppe Futia 25:44

1
#07 - Knowledge Graphs vs. Fake News - Daniel Schwabe 55:17

1
#06 - Knowledge democratization & Abstract Wikipedia - Denny Vrandečić 59:37

1
#05 - Ontologies, Knowledge & Human-Machine Interfaces - Panos Alexopoulos 1:00:15

1
#04 - Science Knowledge Graph - Sören Auer 53:15

1
#03 - Knowledge-infused Learning - Manas Gaur 43:22

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#02 - Intelligence & NLU, the ultimate test for AI - Walid Saba 1:19:06

1
#01 - The RobotCEO - Dan McCreary 54:02

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