2015
DOI: 10.1145/2814710.2814718
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Forgetful Digital Memory

Abstract: With the growing volumes of and reliance on digital content, there is a clear need for better information managementapproaches that keep relevant information accessible and usable in long-term encapsulated together with the evolving context information that is needed for its interpretation. Inspired by the role of forgetting in the human brain, in this paper, we envision a concept of managed forgetting for systematically dealing with information that progressively ceases in importance and also with redundant i… Show more

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Cited by 23 publications
(6 citation statements)
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“…Therefore, people call this process "mining." The process of "mining" is also irreversible, but its verification process is simple and provides another technical guarantee for data security [15]. In the previous piece of information, in the blockchain, each block not only contains all the transaction information in the current time period but also cleverly compresses the previous transaction information and saves it in each block to ensure that each transaction can be traced back quickly to the source.…”
Section: Specific Methods Are Suggestedmentioning
confidence: 99%
“…Therefore, people call this process "mining." The process of "mining" is also irreversible, but its verification process is simple and provides another technical guarantee for data security [15]. In the previous piece of information, in the blockchain, each block not only contains all the transaction information in the current time period but also cleverly compresses the previous transaction information and saves it in each block to ensure that each transaction can be traced back quickly to the source.…”
Section: Specific Methods Are Suggestedmentioning
confidence: 99%
“…3: Using dynamic facets (yellow) to search things in PIMO (blue) project consisting of a large international team. In its course, the Memory Buoyancy (MB) representing an information item's short-term value for the user as well as the Preservation Value (PV) as its long-term perspective counterpart were conceived [16,17]. A second aspect of the project was contextualized remembering: here, the idea is to store contextual metadata in addition to the actual material to ensure future comprehension of the text, e.g.…”
Section: Semantic Desktop and Managed Forgettingmentioning
confidence: 99%
“…Memory Buoyancy. Memory Buoyancy (MB) [16,17] is intended to represent an information item's current (short-term) value for the user. It follows the metaphor that items starting to lose relevance "sink away" from the user's sight, but are brought back up (by their higher buoyancy) as soon as they regain relevance.…”
Section: Memory Buoyancymentioning
confidence: 99%
“…In particular, Tran et al (2016) model a short-term forgetting process by applying a negative exponential decay to the importance of accessed resources, which nevertheless can become important again when semantically related resources are accessed. This work was conducted as part of a bigger project aiming at establishing a short-and long-term information management inspired by the selective forgetting mechanisms in the human memory (Niederée et al, 2015). Finally, instead of dealing with on-demand recall and searches, Rhodes & Starner (1996) presented an autonomous agent to augment human memory by continuously searching for potentially useful information based on the current user activity.…”
Section: Inhibition In Computer Science: Learning From Cognitionmentioning
confidence: 99%