Towards Richer Realizations of Holographic CBR

Renganathan Subramanian; Devi Ganesan; Deepak Padmanabhan; Sutanu Chakraborti

doi:10.1007/978-3-030-86957-1_14

Towards Richer Realizations of Holographic CBR

Renganathan Subramanian, Devi Ganesan, Deepak Padmanabhan, Sutanu Chakraborti

School of Electronics, Electrical Engineering and Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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Abstract

Holographic Case-Based Reasoning is a framework developed to build cognitively appealing case-based reasoners with proactive and interconnected cases. Improved realizations of the Holographic CBR framework are developed using the principles of dynamic memory proposed by Roger Schank and tested on their cognitive appeal, efficiency, and solution quality compared to other relevant systems.

Original language	English
Title of host publication	29th International Conference on Case-based Reasoning
ISBN (Electronic)	978-3-030-86957-1
DOIs	https://doi.org/10.1007/978-3-030-86957-1_14
Publication status	Early online date - 21 Sept 2021
Event	29th International Conference on Case-based Reasoning - Salamanca, Spain Duration: 13 Sept 2021 → 16 Sept 2021 https://iccbr21.org/

Publication series

Name	Lecture Notes in Artificial Intelligence
Publisher	Springer
ISSN (Electronic)	1611-3349

Conference

Conference	29th International Conference on Case-based Reasoning
Abbreviated title	ICCBR 2021
Country/Territory	Spain
Period	13/09/2021 → 16/09/2021
Internet address	https://iccbr21.org/

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10.1007/978-3-030-86957-1_14Licence: Unspecified

Towards Richer Realizations of Holographic CBRAccepted author manuscript, 885 KBLicence: Unspecified

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title = "Towards Richer Realizations of Holographic CBR",

abstract = "Holographic Case-Based Reasoning is a framework developed to build cognitively appealing case-based reasoners with proactive and interconnected cases. Improved realizations of the Holographic CBR framework are developed using the principles of dynamic memory proposed by Roger Schank and tested on their cognitive appeal, efficiency, and solution quality compared to other relevant systems.",

author = "Renganathan Subramanian and Devi Ganesan and Deepak Padmanabhan and Sutanu Chakraborti",

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AU - Subramanian, Renganathan

AU - Ganesan, Devi

AU - Padmanabhan, Deepak

AU - Chakraborti, Sutanu

PY - 2021/9/21

Y1 - 2021/9/21

N2 - Holographic Case-Based Reasoning is a framework developed to build cognitively appealing case-based reasoners with proactive and interconnected cases. Improved realizations of the Holographic CBR framework are developed using the principles of dynamic memory proposed by Roger Schank and tested on their cognitive appeal, efficiency, and solution quality compared to other relevant systems.

AB - Holographic Case-Based Reasoning is a framework developed to build cognitively appealing case-based reasoners with proactive and interconnected cases. Improved realizations of the Holographic CBR framework are developed using the principles of dynamic memory proposed by Roger Schank and tested on their cognitive appeal, efficiency, and solution quality compared to other relevant systems.

U2 - 10.1007/978-3-030-86957-1_14

DO - 10.1007/978-3-030-86957-1_14

M3 - Conference contribution

T3 - Lecture Notes in Artificial Intelligence

BT - 29th International Conference on Case-based Reasoning

T2 - 29th International Conference on Case-based Reasoning

Y2 - 13 September 2021 through 16 September 2021

ER -

Towards Richer Realizations of Holographic CBR

Abstract

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Conference

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