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Memory Augmentation Through Lifelogging: Opportunities and Challenges

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Technology-Augmented Perception and Cognition

Abstract

Perfect memory is a dream long sought and which has become especially prevalent in our knowledge society. While only a few are blessed with a photographic memory, most people compensate for the fallacies of their memory with the use of tools and tricks to organize information, schedule reminders and remember facts. Most aspects of our lives, however, leave behind some sort of data trail. We explicitly document our trips and experiences while our phones implicitly record our movements and messages. The sum of these recordings paints a holistic picture of our activities in a so-called lifelog. Lifelogging technologies have long been praised for extending our memory’s capacity by allowing us to recall and browse our recorded experiences. But despite positive, well-documented effects on memory and well-being, lifelogging largely remains a niche activity with few commercially successful applications. Over recent years, we built a series of prototypes to investigate the challenges and opportunities of lifelogging technologies. We investigated the positioning of on-body cameras, the collection of implicit and explicit lifelogging data, requirements for effective lifelog reviews, automated summaries and ways to navigate multimedia lifelogs. In this chapter, we discuss the potential of these technologies to augment memory and the obstacles of bringing memory prosthetics to a broad audience.

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References

  • Barsalou LW (1988) Remembering reconsidered: ecological and traditional approaches to the study of memory, pp 193–243

    Google Scholar 

  • Browne G, Berry E, Kapur N, Hodges S, Smyth G, Watson P, Wood K (2011) Memory 19(7):713–722. https://doi.org/10.1080/09658211.2011.614622

    Article  Google Scholar 

  • Burt CD (1992) Appl Cogn Psychol 6(5):389–404

    Article  Google Scholar 

  • Bush V (1979) ACM SIGPC Notes 1(4):36–44

    Article  Google Scholar 

  • Clinch S, Davies N, Mikusz M, Metzger P, Langheinrich M, Schmidt A, Ward G (2016) IEEE Pervasive Comput 15(1):58–67

    Article  Google Scholar 

  • Cohen G, Faulkner D (1986) Br J Dev Psychol 4(2):187–197

    Article  Google Scholar 

  • Czerwinski M, Gage DW, Gemmell J, Marshall CC, Pérez-Quiñones MA, Skeels MM, Catarci T (2006) Commun ACM 49(1):44–50

    Article  Google Scholar 

  • Dempster FN (1987) Effects of variable encoding and spaced presentations on vocabulary learning. J Edu Psych 79(2):162

    Google Scholar 

  • Dingler T, Agroudy PE, Matheis G, Schmidt A (2016a) Reading-based screenshot summaries for supporting awareness of desktop activities. In: Proceedings of the 7th augmented human international conference 2016, pp 1–5

    Google Scholar 

  • Dingler T, El Agroudy P, Le HV, Schmidt A, Niforatos E, Bexheti A, Langheinrich M (2016b) IEEE MultiMedia 23(2):4–11

    Article  Google Scholar 

  • Dingler T, Weber D, Pielot M, Cooper J, Chang C-C, Henze N (2017) Language learning on-the-go: Opportune moments and design of mobile microlearning sessions. In: Proceedings of the 19th international conference on human-computer interaction with mobile devices and services, MobileHCI’17. Association for Computing Machinery, New York, NY, USA. ISBN 9781450350754. https://doi.org/10.1145/3098279.3098565

  • Dingler T, Tag B, Lehrer S, Schmidt A (2018) Reading scheduler: proactive recommendations to help users cope with their daily reading volume. In: Proceedings of the 17th international conference on mobile and ubiquitous multimedia, MUM 2018. Association for Computing Machinery, New York, NY, USA, pp 239–244. ISBN 9781450365949. https://doi.org/10.1145/3282894.3282917

  • Ebbinghaus H (2013) Ann Neurosci 20(4):155

    Article  Google Scholar 

  • Fathi A, Farhadi A, Rehg JM (2011a) Understanding egocentric activities. In: 2011 IEEE international conference on computer vision (ICCV). IEEE, pp 407–414. https://doi.org/10.1109/ICCV.2011.6126269

  • Fathi A, Ren X, Rehg JM (2011b) Learning to recognize objects in egocentric activities. In 2011 IEEE conference on computer vision and pattern recognition (CVPR). IEEE, pp 3281–3288. https://doi.org/10.1109/CVPR.2011.5995444

  • Fleck R, Fitzpatrick G (2009) Int J Hum Comput Stud 67(12), 1024–1036. ISSN 1071-5819. https://doi.org/10.1016/j.ijhcs.2009.09.004. http://dx.doi.org/10.1016/j.ijhcs.2009.09.004

  • Gemmell J, Bel, G, Lueder R, Drucker S, Wong C (2002) Mylifebits: fulfilling the memex vision. In Proceedings of the tenth ACM international conference on multimedia. ACM, pp 235–238

    Google Scholar 

  • Gemmell J, Bell G, Lueder R (2006) Commun ACM 49(1):88–95

    Google Scholar 

  • Gentry C, Boneh D (2009) A fully homomorphic encryption scheme, vol 20. Stanford university Stanford

    Google Scholar 

  • Godwin-Jones R (2010) Lang Learn Technol 14(2):4–11

    Google Scholar 

  • Gurrin C, Jones GJF, Lee H, O’Hare N, Smeaton AF, Murphy N (2005) Mobile access to personal digital photograph archives. In Proceedings of the 7th international conference on human computer interaction with mobile devices & services, MobileHCI’05. ACM, New York, NY, USA, pp 311–314. ISBN 1-59593-089-2. https://doi.org/10.1145/1085777.1085842. http://doi.acm.org/10.1145/1085777.1085842

  • Harper R, Randall D, Smyth N, Evans C, Heledd L, Moore R (2008) The past is a different place: they do things differently there. In: Proceedings of the 7th ACM Conference on designing interactive systems, DIS’08. ACM, New York, NY, USA, pp 271–280. ISBN 978-1-60558-002-9. https://doi.org/10.1145/1394445.1394474. http://doi.acm.org/10.1145/1394445.1394474

  • Hodges S, Williams L, Berry E, Izadi S, Srinivasan J, Butler A, Smyth G, Kapur N, Wood K (2006) Sensecam: a retrospective memory aid. In: International conference on ubiquitous computing. Springer, Berlin, pp 177–193

    Google Scholar 

  • Isaacs E, Konrad A, Walendowski A, Lennig T, Hollis V, Whittaker S (2013) Echoes from the past: how technology mediated reflection improves well-being. In: Proceedings of the SIGCHI conference on human factors in computing systems, CHI’13. Association for Computing Machinery, New York, NY, USA, pp 1071–1080. ISBN 9781450318990. https://doi.org/10.1145/2470654.2466137

  • Lamming M, Brown P, Carter K, Eldridge M, Flynn M, Louie G, Robinson P, Sellen A (1994) Comput J 37(3):153–163

    Google Scholar 

  • Langheinrich M (2001) Privacy by designâATprinciples of privacy-aware ubiquitous systems. In: International conference on ubiquitous computing. Springer, Berlin, pp 273–291

    Google Scholar 

  • Le HV, Clinch S, Sas C, Dingler T, Henze N, Davies N (2016) Impact of video summary viewing on episodic memory recall: design guidelines for video summarizations. In: Proceedings of the 2016 CHI conference on human factors in computing systems, pp 4793–4805

    Google Scholar 

  • Li I, Forlizzi J, Dey A (2010) Know, thyself: monitoring and reflecting on facets of one’s life. In CHI’10 extended abstracts on human factors in computing systems, CHI EA’10. Association for Computing Machinery, New York, NY, USA, pp 4489–4492. ISBN 9781605589305. https://doi.org/10.1145/1753846.1754181

  • Li I, Dey AK, Forlizzi J (2011) Understanding my data, myself: supporting self-reflection with ubicomp technologies. In: Proceedings of the 13th international conference on ubiquitous computing, UbiComp’11. Association for Computing Machinery, New York, NY, USA, pp 405–414. ISBN 9781450306300. https://doi.org/10.1145/2030112.2030166

  • Luchetti M, Sutin AR (2016) Memory 24(5):592–602

    Google Scholar 

  • Mann S (1997) Computer 30(2):25–32

    Google Scholar 

  • Mann S (1998) ’wearcam’(the wearable camera): personal imaging systems for long-term use in wearable tetherless computer-mediated reality and personal photo/videographic memory prosthesis. In: Second international symposium on wearable computers. Digest of Papers. IEEE, pp 124–131 (1998)

    Google Scholar 

  • Nakata T (2008) ReCALL 20(1):3–20. https://doi.org/10.1017/S0958344008000219

  • O’Loughlin G, Cullen SJ, McGoldrick A, O’Connor S, Blain R, O’Malley S, Warrington GD (2013) Am J Preventive Med 44(3):297–301. https://doi.org/10.1016/j.amepre.2012.11.007

  • Pielot M, Dingler T, Pedro JS, Oliver N (2015) When attention is not scarce-detecting boredom from mobile phone usage. In: Proceedings of the 2015 ACM international joint conference on pervasive and ubiquitous computing, UbiComp’15. Association for Computing Machinery, New York, NY, USA, pp 825–836. ISBN 9781450335744. https://doi.org/10.1145/2750858.2804252

  • Pirsiavash H, Ramanan D (2012) Detecting activities of daily living in first-person camera views. In: 2012 IEEE conference on computer vision and pattern recognition (CVPR). IEEE, pp 2847–2854. https://doi.org/10.1109/CVPR.2012.6248010

  • Robinson JA (1976) Cogn Psychol 8(4):578–595

    Google Scholar 

  • Rzayev R, Dingler T, Henze N (2018) Reflectivediary: fostering human memory through activity summaries created from implicit data collection. In: Proceedings of the 17th international conference on mobile and ubiquitous multimedia, MUM 2018. Association for Computing Machinery, New York, NY, USA, pp 285–291. ISBN 9781450365949. https://doi.org/10.1145/3282894.3282907

  • Schacter DL (1999) Am Psychol 54(3):182

    Google Scholar 

  • Sellen AJ, Whittaker S (2010) Commun ACM 53(5):70–77

    Google Scholar 

  • Sellen AJ, Fogg A, Aitken M, Hodges S, Rother C, Wood K (2007) Do life-logging technologies support memory for the past? An experimental study using sensecam. In: Proceedings of the SIGCHI conference on human factors in computing systems, CHI’07. Association for Computing Machinery, New York, NY, USA, pp 81–90. ISBN 9781595935939. https://doi.org/10.1145/1240624.1240636

  • Silva AR, Pinho S, Macedo LM, Moulin CJ (2013) Am J Preventive Medi 44(3):302–307. https://doi.org/10.1016/j.amepre.2012.11.005

  • Squire LR (1992) J Cogn Neurosci 4(3):232–243

    Google Scholar 

  • Tulving E et al (1972) Organ Mem 1:381–403

    Google Scholar 

  • Wagenaar WA (1986) Cogn Psychol 18(2):225–252

    Google Scholar 

  • Wilson TD, Dunn EW (2004) Ann Rev Psychol 55

    Google Scholar 

  • Wolf K, Schmidt A, Bexheti A, Langheinrich M (2014) IEEE Pervasive Comput 13(3):8–12

    Google Scholar 

  • Wolf K, Abdelrahman Y, Schmid D, Dingler T, Schmidt A (2015) Effects of camera position and media type on lifelogging images. In: Proceedings of the 14th international conference on mobile and ubiquitous multimedia, MUM’15. Association for Computing Machinery, New York, NY, USA, pp 234–244. ISBN 9781450336055. https://doi.org/10.1145/2836041.2836065

  • Wolf K, Lischke L, Sas C, Schmidt A (2016) The value of information cues for lifelog video navigation. In: Proceedings of the 15th international conference on mobile and ubiquitous multimedia, MUM’16. Association for Computing Machinery, New York, NY, USA, pp 153–157. ISBN 9781450348607. https://doi.org/10.1145/3012709.3012712

  • Zijlstra FR, Van Doorn L (1985) The construction of a scale to measure subjective effort. Delft, Netherlands 43:124–139

    Google Scholar 

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Correspondence to Tilman Dingler .

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Dingler, T., Agroudy, P.E., Rzayev, R., Lischke, L., Machulla, T., Schmidt, A. (2021). Memory Augmentation Through Lifelogging: Opportunities and Challenges. In: Dingler, T., Niforatos, E. (eds) Technology-Augmented Perception and Cognition. Human–Computer Interaction Series. Springer, Cham. https://doi.org/10.1007/978-3-030-30457-7_3

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  • DOI: https://doi.org/10.1007/978-3-030-30457-7_3

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