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1
Artificial Subjectivity: Personal Semantic Memory Model for Cognitive Agents
In: Applied Sciences; Volume 12; Issue 4; Pages: 1903 (2022)
Abstract: Personal semantic memory is a way of inducing subjectivity in intelligent agents. Personal semantic memory has knowledge related to personal beliefs, self-knowledge, preferences, and perspectives in humans. Modeling this cognitive feature in the intelligent agent can help them in perception, learning, reasoning, and judgments. This paper presents a methodology for the development of personal semantic memory in response to external information. The main contribution of the work is to propose and implement the computational version of personal semantic memory. The proposed model has modules for perception, learning, sentiment analysis, knowledge representation, and personal semantic construction. These modules work in synergy for personal semantic knowledge formulation, learning, and storage. Personal semantics are added to the existing body of knowledge qualitatively and quantitatively. We performed multiple experiments where the agent had conversations with the humans. Results show an increase in personal semantic knowledge in the agent’s memory during conversations with an F1 score of 0.86. These personal semantics evolved qualitatively and quantitatively with time during experiments. Results demonstrated that agents with the given personal semantics architecture possessed personal semantics that can help the agent to produce some sort of subjectivity in the future.
Keyword: cognitive agent; episodic memory; perception; personal semantic memory model; semantic memory; subjectivity
URL: https://doi.org/10.3390/app12041903
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2
Are multi-modal lexical representations forgotten in an all-or-none manner? ...
Crowley, Rebecca. - : Open Science Framework, 2022
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3
Emerging themes in the development of prospective memory during childhood
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4
Gesturing at Encoding Enhances Episodic Memory Recall for Older Adults.
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5
The limits of episodic encoding of talker voice attributes across diverse voices ...
Clapp, William. - : Open Science Framework, 2021
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6
Are multi-modal lexical representations retrieved in an all-or-none manner? ...
Crowley, Rebecca. - : Open Science Framework, 2021
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7
Lexical Association Technic - Autobiographical stimulation ...
NIVEAU, Noémie. - : Open Science Framework, 2021
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8
Data for: Rethinking Bilingual Enhancement and Dominance Effects in Associative Learning of Foreign Language Vocabulary: The Role of Proficiency in the Mediating Language ...
Francis, Wendy. - : Mendeley, 2020
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9
Data for: Rethinking Bilingual Enhancement and Dominance Effects in Associative Learning of Foreign Language Vocabulary: The Role of Proficiency in the Mediating Language ...
Francis, Wendy. - : Mendeley, 2020
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10
The neural underpinnings of shared meaning between speakers and listeners of naturalistic language ...
Heidlmayr, Karin; Weber, Kirsten; Takashima, Atsuko. - : Radboud University, 2020
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11
An item's status in semantic memory determines how it is recognized : dissociable patterns of brain activity observed for famous and unfamiliar faces
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12
Towards a model-theoretic framework for describing the semantic aspects of cognitive processes
In: ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal; Vol. 8 No. 4 (2019); 83-96 ; ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal; Vol. 8 Núm. 4 (2019); 83-96 ; 2255-2863 ; 10.14201/ADCAIJ201984 (2020)
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13
On the Nature of Everyday Prospection: A Review and Theoretical Integration of Research on Mind-Wandering, Future Thinking, and Prospective Memory
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14
On the Nature of Everyday Prospection: A Review and Theoretical Integration of Research on Mind-Wandering, Future Thinking, and Prospective Memory
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15
Towards a hybrid model of speech prosody
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16
Animacy and threat in recognition memory
In: UNF Faculty Publications (2020)
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17
Explaining short-term memory phenomena with an integrated episodic/semantic framework of long-term memory
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18
The effects of talker familiarity on talker normalization
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19
SURVIVAL OF THE SELF: EXAMINATIONS OF THE ROLE OF SELF-REFERENCE IN ADAPTIVE MEMORY
Eaton, Tayler. - 2019
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20
Food for thought: association between dietary tyrosine and cognitive performance in younger and older adults.
In: Psychological research, vol 83, iss 6 (2019)
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