Student or educator? Sign up with your school email and get 6 months of Pro free.
CoChat
Sign Up
Cited by 630

The DOI matches its Crossref record; 187 of the 187 references it cites were found in a registry or an index.

A Survey on Ambient Intelligence in Healthcare

Open access
Acampora, Giovanni, Cook, Diane J., Rashidi, Parisa, Vasilakos, Athanasios V.·2013·Proceedings of the IEEE
DOI 10.1109/jproc.2013.2262913
Open this paper in CoChat — free account

Abstract

Ambient Intelligence (AmI) is a new paradigm in information technology aimed at empowering people's capabilities by the means of digital environments that are sensitive, adaptive, and responsive to human needs, habits, gestures, and emotions. This futuristic vision of daily environment will enable innovative human-machine interactions characterized by pervasive, unobtrusive and anticipatory communications. Such innovative interaction paradigms make ambient intelligence technology a suitable candidate for developing various real life solutions, including in the health care domain. This survey will discuss the emergence of ambient intelligence (AmI) techniques in the health care domain, in order to provide the research community with the necessary background. We will examine the infrastructure and technology required for achieving the vision of ambient intelligence, such as smart environments and wearable medical devices. We will summarize of the state of the art artificial intelligence methodologies used for developing AmI system in the health care domain, including various learning techniques (for learning from user interaction), reasoning techniques (for reasoning about users' goals and intensions) and planning techniques (for planning activities and interactions). We will also discuss how AmI technology might support people affected by various physical or mental disabilities or chronic disease. Finally, we will point to some of the successful case studies in the area and we will look at the current and future challenges to draw upon the possible future research paths.

Overview

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1109/jproc.2013.2262913

Cites

187 of 187 references verified0 citation errors · 0 not checkable

Statistics

Verification

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Citations

Cites

Show all 187 references

Research works printed but not linked: 64

  1. kiff, 2003, Mobility monitoring with the independent lifestyle assistant (ILSA), Proc Int Conf Aging Disability Indep, 852
  2. crombag, 2009, Monitoring the elderly using real time location sensing
  3. 10.1145/2221924.2221931 · doi:10.1145/2221924.2221931
  4. 0, ZigBee
  5. 0, My Heart
  6. 10.1007/978-3-7643-8547-7_3 · doi:10.1007/978-3-7643-8547-7_3
  7. 0, SAPHIRE Project
  8. 10.1109/ICCIT.2007.139 · doi:10.1109/iccit.2007.139
  9. 0, APOGEE building automation
  10. waharte, 2005, Tree-based wireless mesh networks: Topology analysis, Proc 2nd Workshop Wireless Mesh Netw
  11. guo, 2011, Wireless mesh networks in intelligent building automation control: A survey, Int J Intell Control Syst, 16, 28
  12. 2006, Wireless Controller Networks for Building Automation Benefits and opportunities for facility owners
  13. 10.1007/s12652-009-0003-5 · doi:10.1007/s12652-009-0003-5
  14. buckland, 2006, Liverpool telecare pilot: Telecare as an information tool, Informatics in Primary Care, 14, 191
  15. 10.1109/PERCOM.2003.1192762 · doi:10.1109/percom.2003.1192762
  16. wan, 1999, Handheld and Ubiquitous Computing, 352, 10.1007/3-540-48157-5_44 · doi:10.1007/3-540-48157-5_44
  17. vasilakos, 2006, Ambient Intelligence Wireless Networking and Ubiquitous Computing
  18. black, 2004, Pervasive computing in health care: Smart spaces and enterprise information systems, Proc MobiSys Workshop Context Awareness, 77
  19. saini, 2008, Philips stroke rehabilitation exerciser: A usability test, Proc IASTED Int Conf Telehealth/Assistive Technol, 116
  20. phua, 2011, Multiple people activity recognition using simple sensors, Proc Int Conf Perv Embedded Comput Commun Syst, 313
  21. 10.1007/s12652-009-0007-1 · DOI · Paper page
  22. rantz, 2008, Tiger place: An innovative educational and research environment, AI in Eldercare New Solutions to Old Problems, 5
  23. liang, 2009, Investigation of gait features for stability and risk identification in elders, Proc Annu Int Conf IEEE Eng Med Biol Soc, 6139
  24. 10.1109/TITB.2010.2043678 · doi:10.1109/titb.2010.2043678
  25. kubota, 2010, Human behavior measurement based on sensor network and robot partners, J Adv Comput Intell Intell Inf, 309, 10.20965/jaciii.2010.p0309 · doi:10.20965/jaciii.2010.p0309
  26. carolis, 2011, Motivating people in smart environments, Proc UMAP Workshops, 368
  27. andr�s del valle, 2005, The persuasive mirror: Computerized persuasion for healthy living, Proceedings of Computer Human Interaction, 1
  28. 10.1007/11755494_31 · doi:10.1007/11755494_31
  29. yumak-kasap, 2012, Emosonet: An emotion-aware social network for emotional wellbeing, Proc Workshop Interaction Design Emotional Wellbeing, 1
  30. 10.4108/icst.pervasivehealth.2012.248727 · doi:10.4108/icst.pervasivehealth.2012.248727
  31. mcnaney, 2012, Objectively monitoring wellbeing through pervasive technology, Proc Workshop Interaction Design Emotional Wellbeing, 1
  32. 10.1109/CIC.2002.1166765 · doi:10.1109/cic.2002.1166765
  33. 2011, Telestation
  34. 2010, Healthbuddy
  35. 2011, Healthguide
  36. anliker, 2008, AMON: a wearable multiparameter medical monitoring and alert system, IEEE Trans Inf Technol Biomed, 8, 415, 427
  37. 2011, Genesis dm
  38. aziz, 2012, Using computer agents to improve emotional wellbeing of hospital patients, Proc Workshop Interaction Design Emotional Wellbeing, 1
  39. frost, 2012, Personal monitoring for bipolar patients: An overview of the Monarca self-assessment system, Proc Workshop Interaction Design Emotional Wellbeing, 21
  40. singh, 2012, Emotion and pain: Interactive technology to motivate physical activity in people with chronic pain, Proc Workshop Interaction Design Emotional Wellbeing, 1
  41. kofod-petersen, 2006, Advances in Case-Based Reasoning, 4106, 211, 10.1007/11805816_17 · doi:10.1007/11805816_17
  42. 10.1007/11495772_5 · doi:10.1007/11495772_5
  43. 10.1109/ICSMC.2005.1571537 · doi:10.1109/icsmc.2005.1571537
  44. 10.1109/FUZZY.2005.1452438 · doi:10.1109/fuzzy.2005.1452438
  45. 10.1109/TII.2005.844431 · doi:10.1109/tii.2005.844431
  46. 10.1109/ISIE.2005.1528896 · doi:10.1109/isie.2005.1528896
  47. dhawan, 2012, Effects of electromagnetic radiations from cell phones: A critical study, Int J Eng Business Enterprise Appl, 1, 32
  48. 10.1145/1740600.1740604 · doi:10.1145/1740600.1740604
  49. 10.1109/FUZZY.2009.5277303 · doi:10.1109/fuzzy.2009.5277303
  50. tate, 2000, O-plan: A web-based AI planning agent, Proc Nat Conf Artif Intell, 1131
  51. 10.2307/3009977 · doi:10.2307/3009977
  52. 10.1007/11907503_26 · doi:10.1007/11907503_26
  53. 10.1007/978-0-387-93808-0_12 · doi:10.1007/978-0-387-93808-0_12
  54. 10.1007/s11036-010-0260-8 · DOI · Paper page
  55. 0, Radio Frequency Identification
  56. snyder-halpern, 1999, Assessing health care setting readiness for point of care computerized clinical decision support system innovations, Outcomes Manage Nursing Practice, 3, 118
  57. 10.4108/ICST.BODYNETS2008.2968 · doi:10.4108/icst.bodynets2008.2968
  58. 10.4108/ICST.BODYNETS2008.2965 · doi:10.4108/icst.bodynets2008.2965
  59. perwez, 2012, A critical analysis on efficacy of clinical decision support systems in health care domain, Adv Mater Res, 383?390, 4043
  60. bakonyi, 1985, Microcomputer-network based decision support system for health-care organizations, IFAC Proc Series, 1651
  61. omichi, 1984, A decision support system for regional health care planning in a metropolitan area, Jpn Hospitals J Jpn Hospital Assoc, 3, 19
  62. 10.1007/s12652-009-0005-3 · DOI
  63. 10.1109/IJCNN.2010.5596556 · doi:10.1109/ijcnn.2010.5596556
  64. 10.1109/MPRV.2007.82 · doi:10.1109/mprv.2007.82

Cited by

See all 630

Metadata

Authors
Acampora, G., Cook, D. J., Rashidi, P., & Vasilakos, A. V.
Venue
Proceedings of the IEEE
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Published
2013-12
Volume
101
Issue
12
Pages
2470-2494
ISSN
  • 0018-9219 (ISSN-L)
  • 1558-2256
DOI
10.1109/jproc.2013.2262913
OpenAlex
W2003307570
Cited by
630
References
187
FWCI
69.51
Type
journal article
Language
en
Open access
green
Licence
ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html (vor)

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review

How to cite

Cite CoChat for the checks on this page, and the paper for its own findings.

This page
CoChat. (2026). Citation check: A Survey on Ambient Intelligence in Healthcare. https://app.cochat.ai/papers/10.1109/jproc.2013.2262913
The paper
Acampora, G., Cook, D. J., Rashidi, P., & Vasilakos, A. V. (2013). A Survey on Ambient Intelligence in Healthcare. Proceedings of the IEEE. https://doi.org/10.1109/jproc.2013.2262913

Data sources

Bibliographic data: Semantic Scholar, OpenAlex, Crossref.

Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.