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Table of Contents
Intro; Preface; Part I: Interdisciplinary Foundations; Part II: Multimedia Preservation Theory; Part III: Multimedia Preservation in Practice; Acknowledgements; Contents; Contributors; Part I Interdisciplinary Foundations; 1 Multimedia Preservation: Why Bother?; 1.1 Abundant Creation and Random Survival; 1.2 State of Affairs in Personal Preservation; 1.3 Preserve or Forget: Managed Forgetting and Digital Preservation; 2 Preserving and Forgetting in the Human Brain; 2.1 Human Memory and Forgetting; 2.1.1 What Is Human Memory?; 2.1.2 Research Methods for Human Memory
2.1.3 General Principles of Human Memory2.1.4 Semantic and Episodic Memory; 2.1.5 Forgetting from Episodic and Semantic Memory; 2.1.6 Forgetting Intentions; 2.1.7 Temporary Memory and Working Memory; 2.2 When Human Forgetting Is Minimised; 2.2.1 Effects of Specific Expertise on Memory; 2.2.2 Effects of Relearning; 2.2.3 Vivid Memories; 2.3 Autobiographical or Personal Memory; 2.3.1 Definitions of Autobiographical Episodic and Semantic Memory; 2.3.2 Methodologies for the Study of Autobiographical Memory; 2.3.3 Photograph Use and Event Memory; 2.4 Remembering and Forgetting in IT Systems
2.4.1 Inferences from Data2.4.2 User Models and Companions; 2.4.3 Reminder Systems and Decision Support; 2.4.4 Augmented Memory for Personal Information; 2.4.5 Digital Heirlooms; 2.4.6 Reminiscence Therapy; 2.5 A Sample Experimental Study on Personal Digital Photograph Use; 2.5.1 An Experimental Study on Personal Digital Photograph Use; 2.6 Key Features of Human Memory for Designing Digital Preservation; 3 Multimedia Processing Essentials; 3.1 Introduction; 3.2 Photo and Video Annotation; 3.2.1 Related Work; 3.2.2 Method; 3.2.3 Experimental Study
3.3 Photo and Video Aesthetic Quality Assessment3.3.1 Related Work; 3.3.2 Method; 3.3.3 Experimental Results; 3.4 Near-Duplicate Detection; 3.4.1 Related Work; 3.4.2 Method; 3.4.3 Experimental Results; 3.5 Event-Based Photo Clustering and Summarization; 3.5.1 Related Work; 3.5.2 Method; 3.5.3 Experimental Results; 3.6 Conclusions; Part II Multimedia Preservation Theory; 4 Preservation Value and Managed Forgetting; 4.1 Effective Information Management with Managed Forgetting; 4.2 Short-Term Value and Memory Buoyancy; 4.3 Preservation Value and Its Drivers; 4.3.1 Preservation Value
4.3.2 Preservation Value Dimensions4.3.3 Preservation Value and Appraisal; 4.4 Methods for Information Value Assessment; 4.4.1 Existing Methods for Information Value Assessment; 4.4.2 Exemplary Methods in Support of Managed Forgetting; 4.4.3 Computing Memory Buoyancy with Semantic Information; 4.4.4 Computing Preservation Value for Desktop Data; 4.4.5 Computing Preservation Value for Photo Selection; 4.4.6 Investigating Retention in Social Media; 4.5 Forgetting Actionsâ#x80;#x94;Leveraging Information Value; 4.5.1 Informing the User; 4.5.2 Forgetful Methods; 4.5.3 Supporting Preservation Decisions
2.1.3 General Principles of Human Memory2.1.4 Semantic and Episodic Memory; 2.1.5 Forgetting from Episodic and Semantic Memory; 2.1.6 Forgetting Intentions; 2.1.7 Temporary Memory and Working Memory; 2.2 When Human Forgetting Is Minimised; 2.2.1 Effects of Specific Expertise on Memory; 2.2.2 Effects of Relearning; 2.2.3 Vivid Memories; 2.3 Autobiographical or Personal Memory; 2.3.1 Definitions of Autobiographical Episodic and Semantic Memory; 2.3.2 Methodologies for the Study of Autobiographical Memory; 2.3.3 Photograph Use and Event Memory; 2.4 Remembering and Forgetting in IT Systems
2.4.1 Inferences from Data2.4.2 User Models and Companions; 2.4.3 Reminder Systems and Decision Support; 2.4.4 Augmented Memory for Personal Information; 2.4.5 Digital Heirlooms; 2.4.6 Reminiscence Therapy; 2.5 A Sample Experimental Study on Personal Digital Photograph Use; 2.5.1 An Experimental Study on Personal Digital Photograph Use; 2.6 Key Features of Human Memory for Designing Digital Preservation; 3 Multimedia Processing Essentials; 3.1 Introduction; 3.2 Photo and Video Annotation; 3.2.1 Related Work; 3.2.2 Method; 3.2.3 Experimental Study
3.3 Photo and Video Aesthetic Quality Assessment3.3.1 Related Work; 3.3.2 Method; 3.3.3 Experimental Results; 3.4 Near-Duplicate Detection; 3.4.1 Related Work; 3.4.2 Method; 3.4.3 Experimental Results; 3.5 Event-Based Photo Clustering and Summarization; 3.5.1 Related Work; 3.5.2 Method; 3.5.3 Experimental Results; 3.6 Conclusions; Part II Multimedia Preservation Theory; 4 Preservation Value and Managed Forgetting; 4.1 Effective Information Management with Managed Forgetting; 4.2 Short-Term Value and Memory Buoyancy; 4.3 Preservation Value and Its Drivers; 4.3.1 Preservation Value
4.3.2 Preservation Value Dimensions4.3.3 Preservation Value and Appraisal; 4.4 Methods for Information Value Assessment; 4.4.1 Existing Methods for Information Value Assessment; 4.4.2 Exemplary Methods in Support of Managed Forgetting; 4.4.3 Computing Memory Buoyancy with Semantic Information; 4.4.4 Computing Preservation Value for Desktop Data; 4.4.5 Computing Preservation Value for Photo Selection; 4.4.6 Investigating Retention in Social Media; 4.5 Forgetting Actionsâ#x80;#x94;Leveraging Information Value; 4.5.1 Informing the User; 4.5.2 Forgetful Methods; 4.5.3 Supporting Preservation Decisions