An Approach to Human-Level Commonsense Reasoning

Anderson, Margaret; Gomaa, Walid; Grant, John; Perlis, Donald

doi:10.1007/978-94-007-4438-7_12

Cited by 3 publications

(2 citation statements)

References 26 publications

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“…No obstante, la dinámica anteriormente descrita resulta insatisfactoria cuando se aplica a dominios distintos del razonamiento matemático (Kraus, Lehman & Magidor, 1990). Es decir, un considerable fragmento de nuestras inferencias no opera bajo el principio de monotonía (Anderson, Gomaa, Grant & Perlis, 2013). En particular, el cuerpo de creencias que ostenta un individuo cualquiera es limitado, y las conclusiones que realice sobre la base de sus creencias siempre están sujetas a ser corregidas o rechazadas conforme se adquiera nueva información (Gabbay & Woods, 2008).…”

Section: Antecedentesunclassified

La herencia de propiedades como mecanismo inferencial en el contexto del razonamiento no-monotono

Delgado

2023

RIA

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El presente trabajo analiza la herencia de propiedades en el contexto de las redes semánticas como formalismo representacional del razonamiento no-monótono. En particular, se discuten las diferentes variaciones de la noción de herencia: (a) herencia simple con enlaces positivos, (b) herencia simple con enlaces positivos y negativos y (c) herencia múltiple con enlaces positivos y negativos. Asimismo, se aborda la herencia de propiedades desde una perspectiva epistemológica, y se evalúan las estrategias para utilizar este mecanismo como una forma de deducción en las redes semánticas no-monotónicas. Finalmente, se propone la tesis según la cual la dilucidación de los fundamentos de la noción de herencia de propiedades es clave para abordar problemas más complejos dentro del razonamiento no-monotóno.

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Section: Antecedentesunclassified

La herencia de propiedades como mecanismo inferencial en el contexto del razonamiento no-monotono

Delgado

2023

RIA

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“…Commonsense reasoning is the process that allow humans to behave and interact based on their knowledge, experiences, beliefs, and even uncertainties (Anderson et al, 2013). Their main goal is to do on-the-fly KBC so that queries can be answered robustly without requiring the precise linguistic forms contained in the knowledge base.…”

Section: Reasoning Based Acquisitionmentioning

confidence: 99%

Knowledge graph embedding models for automatic commonsense knowledge acquisition

Alhussien¹

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First and foremost, I thank Allah, The Most Beneficent, The Most Merciful, for giving me the strength and patience to learn and work continually and complete this work. I would like to express my sincere gratitude to my advisor Prof. Erik Cambria for helping me in developing the necessary research skills, and for encouraging me to learn and explore different areas of research. I also would like to thank my co-advisor Dr. Zhang NengSheng for his invaluable guidance and suggestions. Thanks both for your continuous supervision through my master work and research. I would like to thank my lab mates and colleagues from our department for offering their precious help when needed. I owe a lot to my friends who helped me stay strong in the toughest times of all. A special thank you goes to Noor for her contentious encouragement, concern, and prayers along the whole Masters journey. Israa, thank you for your unconditional support, listening, offering me advice, and for the good laugh. I thank all my friends whom I met here at NTU especially Ahmed, and Shah. Indeed, my Master's journey would not be the same without having such an awesome company. Last but not least, I would like to express my deepest gratitude to my parents and my siblings for being my backbone in life, I will never be able to thank you enough!

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The psychological aspects of paraconsistency

Rudnicki

2021

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An Approach to Human-Level Commonsense Reasoning

Cited by 3 publications

References 26 publications

La herencia de propiedades como mecanismo inferencial en el contexto del razonamiento no-monotono

La herencia de propiedades como mecanismo inferencial en el contexto del razonamiento no-monotono

Knowledge graph embedding models for automatic commonsense knowledge acquisition

The psychological aspects of paraconsistency

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