Towards a Conceptual Framework and Metamodel for Context-Aware Personal Cross-Media Information Management Systems

  • Sandra Trullemans
  • Beat Signer
Part of the Lecture Notes in Computer Science book series (LNCS, volume 8824)


Information fragmentation is a well-known issue in personal information management (PIM). In order to overcome this problem, various PIM solutions have focussed on linking documents via semantic relationships. More recently, task-centered information management (TIM) has been introduced as an alternative PIM paradigm. While these two paradigms have their strengths and weaknesses, we aim for a new PIM system design approach to achieve better synergies with human memory. We further envision a cross-media solution where physical information is integrated with a user’s digital personal information space. We present the Object-Concept-Context (OC2) conceptual framework for context-aware personal cross-media information management combining the best of the two existing PIM paradigms and integrating the most relevant features of the human memory. Further, we outline how the OC2 framework has been implemented based on a domain-specific application of the Resource-Selector-Link (RSL) hypermedia metamodel.


Episodic Memory Semantic Memory Human Memory Semantic Concept Context Element 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.


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  1. 1.
    Bergman, O., Beyth-Marom, R., Nachmias, R.: The Project Fragmentation Problem in Personal Information Management. In: Proc. of CHI 2006, Montreal, Canada (2006)Google Scholar
  2. 2.
    Bush, V.: As We May Think. Atlantic Monthly 176(1) (1945)Google Scholar
  3. 3.
    Catarci, T., Dix, A., Katifori, A., Lepouras, G., Poggi, A.: Task-Centered Information Management. In: Proc. of the 1st DELOS Conference, Pisa, Italy (2007)Google Scholar
  4. 4.
    Whittaker, S., Kalnikaite, V., Petrelli, D., Sellen, A., Villar, N., Bergman, O., Clough, P., Brockmeier, J.: Socio-Technical Lifelogging: Deriving Design Principles for a Future Proof Digital Past. Human-Computer Interaction 27 (2012)Google Scholar
  5. 5.
    Signer, B., Norrie, M.C.: As We May Link: A General Metamodel for Hypermedia Systems. In: Parent, C., Schewe, K.-D., Storey, V.C., Thalheim, B. (eds.) ER 2007. LNCS, vol. 4801, pp. 359–374. Springer, Heidelberg (2007)CrossRefGoogle Scholar
  6. 6.
    Tulving, E.T., Donaldson, W.: Organization of Memory. Academic Press (1972)Google Scholar
  7. 7.
    Collins, A., Loftus, E.: A Spreading Activation Theory of Semantic Processing. Psychological Review 82(6) (1975)Google Scholar
  8. 8.
    Braisby, N., Gellatly, A.: Cognitive Psychology. Oxford University Press (2012)Google Scholar
  9. 9.
    Barsalou, L.: Ad-hoc Categories. Memory and Cognition 11(3) (1983)Google Scholar
  10. 10.
    Roth, E., Shoben, E.: The Effect of Context on the Structure of Categories. Cognitive Psychology 15(1) (1983)Google Scholar
  11. 11.
    Anderson, J.: A Spreading Activation Theory of Memory. Journal of Verbal Learning and Verbal Behavior 22(3) (1983)Google Scholar
  12. 12.
    Gemmell, J., Bell, G., Lueder, R., Drucker, S., Wong, C.: MyLifeBits: Fulfilling the Memex Vision. In: Proc. of Multimedia 2002, Juan-les-Pins, France (2002)Google Scholar
  13. 13.
    Karger, D., Bakshi, K., Huynh, D., Quan, D., Sinha, V.: Haystack: A Customizable General-Purpose Information Management Tool for End Users of Semistructured Data. In: Proc. of CIDR 2003, Asilomar, USA (January 2003)Google Scholar
  14. 14.
    Sauermann, L.: The Gnowsis Semantic Desktop for Information Integration. In: Proc. of IOA 2005, Tuscon, USA (February 2005)Google Scholar
  15. 15.
    Katifori, V., Poggi, A., Scannapieco, M., Catarci, T., Ioannidis, Y.: OntoPIM: How to Rely on a Personal Ontology for Personal Information Management. In: Proc. of ISWC 2005, Galway, Ireland (November 2005)Google Scholar
  16. 16.
    Katifori, A., Vassilakis, C., Dix, A.: Ontologies and Brain: Using Spreading Activation Through Ontologies to Support Personal Interaction. Cognitive Systems Research 11 (2010)Google Scholar
  17. 17.
    Bergman, O., Beyth-Marom, R., Nachmias, R., Gradovitch, N., Whittaker, S.: Improved Search Engines and Navigation Preference in Personal Information Management. Transactions on Information Systems 26(4) (2008)Google Scholar
  18. 18.
    Jones, W., Phuwanartnurak, A., Gill, R., Bruce, H.: Don’t Take My Folders Away!: Organizing Personal Information to Get Things Done. In: Proc. of CHI 2005, Portland, USA (April 2005)Google Scholar
  19. 19.
    Bellotti, V., Edwards, K.W.: Intelligibility and Accountability: Human Considerations in Context-Aware Systems. Human-Computer Interaction 16 (2001)Google Scholar
  20. 20.
    Norrie, M.C.: An Extended Entity-Relationship Approach to Data Management in Object-Oriented Systems. In: Elmasri, R.A., Kouramajian, V., Thalheim, B. (eds.) ER 1993. LNCS, vol. 823, pp. 390–401. Springer, Heidelberg (1994)CrossRefGoogle Scholar

Copyright information

© Springer International Publishing Switzerland 2014

Authors and Affiliations

  • Sandra Trullemans
    • 1
  • Beat Signer
    • 1
  1. 1.Web & Information Systems Engineering LabVrije Universiteit BrusselBrusselsBelgium

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