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My specific areas are - Commonsense Knowledge, Commonsense Reasoning, Semantics, Cognitive Psychology.

...o represent commonsense knowledge sources and consolidate them in a single commonsense knowledge graph (CSKG), which is expected to enhance the ability of existin

...epresenation. My work aims at conjugating abstract conceptual modeling and commonsense knowledge with empirical operationalization via ontological reasoning.

His interest lies in the use of Ontology standards to support commonsense reasoning and communications in larger applications.

...ployed as a postdoctoral researcher at the University of Bremen working on commonsense reasoning for artificial agents and cognitive robotics.

* 5 December 2018 [http://bit.ly/2zPOCP3 Overview of Commonsense Knowledge and Explanation] * 23 January 2019 [http://bit.ly/2zPOFud Commonsense Session 1]

* Commonsense [http://bit.ly/2ZZlZLN Draft Summary] [http://bit.ly/2V3BcYD Draft Summary Commonsense Reasoning and Commonsense Knowledge in Artificial

| [[session::Commonsense]] = [[OntologySummit2019|Ontology Summit 2019]] Commonsense Session 2 =

| [[session::Overview of Commonsense Knowledge and Explanation]] = [[OntologySummit2019|Ontology Summit 2019]] Overview of Commonsense Knowledge and Explanation =

* Track D: Neuro-Symbolic and Commonsense Neuro-symbolic and commonsense systems combine logic and language processing. These systems have been dev

He was a strong proponent of encoding commonsense knowledge (open knowledge networks are an attempt to do this).

=== Commonsense === ...ay people do. The starting observation is that every ordinary person has "commonsense" or basic knowledge about the real world that is common to all humans. Spat

** Commonsense (See [http://ontologforum.org/index.php/ConferenceCall_2019_02_27#Resources ...>12/05</td><td>Gary Berg-Cross and Torsten Hahmann</td><td>Introduction to Commonsense Knowledge and Reasoning</td><td>[http://bit.ly/2Uhbxwh Slides]</td><td>[htt

* Commonsense representations of space, cognitive and philosophical aspects of space

| [[session::Commonsense]] = [[OntologySummit2019|Ontology Summit 2019]] Commonsense Session 1 =

* Commonsense Track: [[GaryBergCross|Gary Berg-Cross]] [12:49] RaviSharma: Commonsense and Narrative on first day

Conclusion is that together commonsense and NL understanding are key to a robust AI explanation system. 1. How can we leverage the best of various approaches to achieving commonsense?

...ology. In fact, WordNet can be treated as the hierarchy for accessing the Commonsense ontology. [12:27] John Sowa: The definitions for the Commonsense ontology are given by the WordNet synsets, but they should be supplemented

...his track will survey the current techniques, including neuro-symbolic and commonsense approaches that combine logic and language processing. The goal is to prop

But such agent systems have difficulty accommodating commonsense things like diverse spatio-temporal information, including quantitative an ** AI systems don’t just need commonsense facts & knowledge about the world, they have to know what knowledge is rel

...his track will survey the current techniques, including neuro-symbolic and commonsense approaches that combine logic and language processing. The goal is to prop

J. Hobbs, R. Moore (Eds.), Formal Theories of the Commonsense World, Ablex Pub., Norwood NJ (1985)

# G. Berg-Cross. Commonsense and Explanation: Synergy and Challenges in the Era of Deep Learning Systems

# The History of Commonsense Knowledge and Explanations in AI. Commonsense and Explanation (Preliminary Synthesis)

** 11:05am to 11:25am Commonsense Track: [[GaryBergCross|Gary Berg-Cross]] [http://bit.ly/3020mdM Slides] === Commonsense and Narrative Track Proceedings ===

...t the computer to have general intelligence, the outer structure has to be commonsense knowledge and reasoning, John McCarthy, in Shasha & Lazere, 1995. ...eth: ..and they eventually discovered there was no machine translation for commonsense

...orms of reasoning that require deeper understanding, context awareness, or commonsense knowledge. They may produce responses that appear rational on the surface b

...his track will survey the current techniques, including neuro-symbolic and commonsense approaches that combine logic and language processing. The goal is to prop

...to what Torsten and I will also talk about next week on the connection to commonsense (knowledge and reasoning).

[13:09] Gary Berg-Cross: I will try to find a speaker on commonsense.

[13:07] Gary Berg-Cross: Asking Charles Klein of Cyc to recruit someone on Commonsense knowledge.

...his track will survey the current techniques, including neuro-symbolic and commonsense approaches that combine logic and language processing. The goal is to prop

3) empowering ML and NLP techniques through such things as commonsense enrichment, ...M 55(10): 78 87,2012 ). As discussed in last years summit ( Niket Tandon Commonsense for Deep Learning, http://bit.ly/2XEOcWS ) there is a growing body of work

...y: @Mark what would you say is the relation of the issues you note and the commonsense topic.

...ce systems like Map systems show in part that the systems lack the type of commonsense knowledge that are needed for dialog. ...bservations on brittleness. We covered some of his work in our session on commonsense and this may be something to consider to address brittleness. DARPA also h

* 12:10 to 12:20 Commonsense by [[GaryBergCross|Gary Berg-Cross]] and [[TorstenHahmann|Torsten Hahmann]]

...knowledge and if so how do we verify that extended patterns use is making commonsense.?

...overall synthesis. The summaries should be completed in two weeks. Gary: Commonsense track, Janet: Narrative track, Mark: Financial track, David: Medical track,

...rection is systems that engage like intelligent assistants ...and include commonsense.

Commonsense Reasoning Symposium (relating process ontologies) and the other

surface structure of "natural language and the so-called commonsense have ontological relevance. As