A. Artikis, A. Skarlatidis, F. Portet, and G. Paliouras, Logic-based event recognition, The Knowledge Engineering Review, vol.4, issue.04, pp.469-506, 2012.
DOI : 10.1023/A:1009748302351
URL : https://hal.archives-ouvertes.fr/hal-00953673

J. Attard, S. Scerri, I. Rivera, and S. Handschuh, Ontology-based situation recognition for context-aware systems, Proceedings of the 9th International Conference on Semantic Systems, I-SEMANTICS '13, pp.113-120, 2013.
DOI : 10.1145/2506182.2506197

F. Baader, I. Horrocks, and U. Sattler, Description Logics, Handbook of Knowledge Representation, pp.135-180, 2008.
URL : https://hal.archives-ouvertes.fr/hal-00624141

A. Badii and J. Boudy, CompanionAble -integrated cognitive assistive & domotic companion robotic systems for ability & security, 1er Congrés of the Société Française des Technologies pour l'Autonomie et de Gérontechnologie (SFTAG'09), pp.18-20, 2009.
DOI : 10.4017/gt.2012.11.02.575.00

D. Blachon, D. Cokun, and F. Portet, On-line Context Aware Physical Activity Recognition from the Accelerometer and Audio Sensors of Smartphones, European Conference on Ambient Intelligence, pp.205-220, 2014.
DOI : 10.1007/978-3-319-14112-1_17
URL : https://hal.archives-ouvertes.fr/hal-01082580

B. D. Carolis and G. Cozzolongo, C@sa: Intelligent home control and simulation, International Conference on Computational Intelligence, pp.462-465, 2004.

P. Chahuara, A. Fleury, F. Portet, and M. Vacher, On-line human activity recognition from audio and home automation sensors: Comparison of sequential and non-sequential models in realistic Smart Homes1, Journal of Ambient Intelligence and Smart Environments, vol.8, issue.4, pp.399-422, 2016.
DOI : 10.3233/AIS-160386

P. Chahuara, F. Portet, and M. Vacher, Fusion of Audio and Temporal Multimodal Data by Spreading Activation for Dweller Localisation in a Smart Home, STAMI Series, Space, Time and Ambient Intelligence, 2011.
URL : https://hal.archives-ouvertes.fr/hal-00953558

P. Chahuara, F. Portet, and M. Vacher, Making Context Aware Decision from Uncertain Information in a Smart Home: A Markov Logic Network Approach, Ambient Intelligence, pp.78-93, 2013.
DOI : 10.1007/978-3-319-03647-2_6
URL : https://hal.archives-ouvertes.fr/hal-00953262

D. Charalampos and I. Maglogiannis, Enabling human status awareness in assistive environments based on advanced sound and motion data classification, Proceedings of the 1st international conference on PErvasive Technologies Related to Assistive Environments, pp.1-8, 2008.

L. Chen, C. D. Nugent, M. Mulvenna, D. Finlay, X. Hong et al., A logical framework for behaviour reasoning and assistance in a smart home, International Journal of Assistive Robotics and Mechatronics, vol.9, issue.4, pp.20-34, 2008.

H. Christensen, I. Casanueva, S. Cunningham, P. Green, and T. Hain, homeservice: Voice-enabled assistive technology in the home using cloud-based automatic speech recognition, 4th Workshop on Speech and Language Processing for Assistive Technologies, pp.29-34, 2013.

L. Cristoforetti, M. Ravanelli, M. Omologo, A. Sosi, A. Abad et al., The DIRHA simulated corpus, The 9th edition of the Language Resources and Evaluation Conference (LREC), pp.2629-2634, 2014.

A. K. Dey, Understanding and using context. Personal Ubiquitous Computing, pp.4-7, 2001.
DOI : 10.1007/s007790170019
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.31.9786

G. Filho and T. J. Moir, From science fiction to science fact: a smart-house interface using speech technology and a photo-realistic avatar, International Journal of Computer Applications in Technology, vol.39, issue.1/2/3, pp.3932-3971, 2010.
DOI : 10.1504/IJCAT.2010.034727

E. Frank and I. H. Witten, Making better use of global discretization, Proc 16th International Conference on Machine Learning, pp.115-123, 1999.

M. Gallissot, J. Caelen, F. Jambon, and B. Meillon, Une plateforme usage pour l???int??gration de l???informatique ambiante dans l???habitat. L???appartement Domus, Techniques et sciences informatiques, vol.32, issue.5, pp.32547-574, 2013.
DOI : 10.3166/tsi.32.547-574

J. F. Gemmeke, B. Ons, N. Tessema, H. Van-hamme, J. Van-de-loo et al., Self-taught assistive vocal interfaces: an overview of the aladin project, Interspeech 2013, pp.2039-2043, 2013.

J. Gómez-romero, M. A. Serrano, M. A. Patricio, J. García, and J. M. Molina, Contextbased scene recognition from visual data in smart homes: an information fusion approach. Personal and Ubiquitous Computing, pp.16835-857, 2012.

M. Hamill, V. Young, J. Boger, and A. Mihailidis, Development of an automated speech recognition interface for personal emergency response systems, Journal of NeuroEngineering and Rehabilitation, vol.6, issue.1, 2009.
DOI : 10.1186/1743-0003-6-26

R. Helaoui, M. Niepert, and H. Stuckenschmidt, Recognizing interleaved and concurrent activities using qualitative and quantitative temporal relationships, Pervasive and Mobile Computing, vol.7, issue.6, pp.660-670, 2011.
DOI : 10.1016/j.pmcj.2011.08.004

R. Helaoui, D. Riboni, and H. Stuckenschmidt, A probabilistic ontological framework for the recognition of multilevel human activities, Proceedings of the 2013 ACM international joint conference on Pervasive and ubiquitous computing, UbiComp '13, pp.345-354, 2013.
DOI : 10.1145/2493432.2493501

P. Hitzler and B. Parsia, Ontologies and Rules, Handbook on Ontologies, pp.111-132, 2009.
DOI : 10.1007/978-3-540-92673-3_5

R. Howard and J. Matheson, Influence diagrams. Readings on The Principles and Applications of Decision Analysis, p.720, 1981.

D. Istrate, M. Vacher, and J. Serignat, Embedded implementation of distress situation identification through sound analysis, The Journal on Information Technology in Healthcare, vol.6, pp.204-211, 2008.
URL : https://hal.archives-ouvertes.fr/hal-00957414

R. C. Jeffrey, The Logic of Decision, 1990.

N. Katzouris, A. Artikis, and G. Paliouras, Event Recognition for Unobtrusive Assisted Living, 8th Hellenic Conference on AI, pp.475-488, 2014.
DOI : 10.1007/978-3-319-07064-3_41

M. Klein, A. Schmidt, and R. Lauer, Ontology-centred design of an ambient middleware for assisted living: The case of soprano, 30th Annual German Conference on Artificial Intelligence, 2007.

M. J. Kofler, C. Reinisch, and W. Kastner, A semantic representation of energy-related information in future smart homes, Energy and Buildings, vol.47, pp.169-179, 2012.
DOI : 10.1016/j.enbuild.2011.11.044

G. Lacey and S. Macnamara, Context-Aware Shared Control of a Robot Mobility Aid for the Elderly Blind, The International Journal of Robotics Research, vol.19, issue.11, pp.1054-1065, 2000.
DOI : 10.1177/02783640022067968

B. Lecouteux, M. Vacher, and F. Portet, Distant Speech Recognition in a Smart Home: Comparison of Several Multisource ASRs in Realistic Conditions, Interspeech 2011, pp.2273-2276, 2011.
URL : https://hal.archives-ouvertes.fr/hal-00642306

S. Lee and S. Cho, Fusion of Modular Bayesian Networks for Context-Aware Decision Making, Hybrid Artificial Intelligent Systems, pp.375-384, 2012.
DOI : 10.1007/978-3-642-28942-2_34

C. Y. Leong, A. Ramli, and T. Perumal, A rule-based framework for heterogeneous subsystems management in smart home environment, IEEE Transactions on Consumer Electronics, vol.55, issue.3, pp.1208-1213, 2009.
DOI : 10.1109/TCE.2009.5277977

H. Liao and C. Tu, A RDF and OWL-Based Temporal Context Reasoning Model for Smart Home, Information Technology Journal, vol.6, issue.8, pp.1130-1138, 2007.

S. W. Loke, Representing and reasoning with situations for context-aware pervasive computing: a logic programming perspective, The Knowledge Engineering Review, vol.19, issue.03, pp.213-233, 2004.
DOI : 10.1017/S0269888905000263

D. Lowd and P. Domingos, Efficient Weight Learning for Markov Logic Networks, Proceedings of the Eleventh European Conference on Principles and Practice of Knowledge Discovery in Databases, pp.200-211, 2007.
DOI : 10.1007/978-3-540-74976-9_21
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.143.6094

A. Mileo, D. Merico, and R. Bisiani, Support for context-aware monitoring in home healthcare, J. Ambient Intell. Smart Environ, vol.2, issue.1, pp.49-66, 2010.

A. Mileo, D. Merico, and R. Bisiani, Reasoning support for risk prediction and prevention in independent living. Theory Pract, Log. Program, vol.11, issue.2-3, pp.361-395, 2011.

K. Mitra, A. B. Zaslavsky, Å. , and C. , A probabilistic context-aware approach for quality of experience measurement in pervasive systems, Proceedings of the 2011 ACM Symposium on Applied Computing, SAC '11, pp.419-424, 2011.
DOI : 10.1145/1982185.1982276

P. Moore, B. Hu, J. , and M. , Rule Strategies for Intelligent Context-Aware Systems: The Application of Conditional Relationships in Decision-Support, 2011 International Conference on Complex, Intelligent, and Software Intensive Systems, pp.9-16, 2011.
DOI : 10.1109/CISIS.2011.12

A. Nath and P. Domingos, A language for relational decision theory, Proceedings of the Sixth International Workshop on Statistical Relational Learning, 2009.

A. Nath and P. Domingos, Efficient belief propagation for utility maximization and repeated inference, AAAI, 2010.

T. Nishiyama, S. Hibiya, and T. Sawaragi, Development of agent system based on decision model for creating an ambient space, AI & SOCIETY, vol.8, issue.10, pp.247-259, 2011.
DOI : 10.1007/s00146-010-0305-3

R. Pan, Y. Peng, and Z. Ding, Belief Update in Bayesian Networks Using Uncertain Evidence, 2006 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'06), pp.441-444, 2006.
DOI : 10.1109/ICTAI.2006.39
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.154.5747

M. Popescu, Y. Li, M. Skubic, and M. Rantz, An acoustic fall detector system that uses sound height information to reduce the false alarm rate, 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp.4628-4631, 2008.
DOI : 10.1109/IEMBS.2008.4650244

F. Portet, M. Vacher, C. Golanski, C. Roux, and B. Meillon, Design and evaluation of a smart home voice interface for the elderly: acceptability and objection aspects, Personal and Ubiquitous Computing, pp.127-144, 2013.
DOI : 10.1007/s00779-011-0470-5
URL : https://hal.archives-ouvertes.fr/hal-00953242

A. Ranganathan and R. H. Campbell, An infrastructure for context-awareness based on first order logic, Personal and Ubiquitous Computing, vol.7, issue.6, pp.353-364, 2003.
DOI : 10.1007/s00779-003-0251-x

M. Richardson and P. Domingos, Markov logic networks, Machine Learning, pp.107-136, 2006.
DOI : 10.1007/s10994-006-5833-1

N. D. Rodríguez, M. P. Cuéllar, J. Lilius, and M. D. Calvo-flores, A fuzzy ontology for semantic modelling and recognition of human behaviour, Knowledge-Based Systems, vol.66, pp.46-60, 2014.
DOI : 10.1016/j.knosys.2014.04.016

N. D. Rodríguez, M. P. Cuéllar, J. Lilius, and M. D. Calvo-flores, A survey on ontologies for human behavior recognition, ACM Computing Surveys, vol.46, issue.4, pp.431-4333, 2014.
DOI : 10.1145/2523819

B. Schilit, N. Adams, and R. Want, Context-aware computing applications, Proceedings of the Workshop on Mobile Computing Systems and Applications, pp.85-90, 1994.
DOI : 10.1109/wmcsa.1994.16
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.29.5833

M. Vacher, S. Caffiau, F. Portet, B. Meillon, C. Roux et al., Evaluation of a Context-Aware Voice Interface for Ambient Assisted Living, ACM Transactions on Accessible Computing, vol.7, issue.2, pp.1-5, 2015.
DOI : 10.1145/2738047
URL : https://hal.archives-ouvertes.fr/hal-01138090

M. Vacher, F. Portet, A. Fleury, and N. Noury, Development of Audio Sensing Technology for Ambient Assisted Living, International Journal of E-Health and Medical Communications, vol.2, issue.1, pp.35-54, 2011.
DOI : 10.4018/jehmc.2011010103
URL : https://hal.archives-ouvertes.fr/hal-00757407

P. Wolf, A. Schmidt, and M. Klein, Soprano -an extensible, open aal platform for elderly people based on semantical contracts, 3rd Workshop on Artificial Intelligence Techniques for Ambient Intelligence (AITAmI'08) 18th European Conference on Artificial Intelligence (ECAI 08), 2008.

S. S. Yau and J. Liu, Hierarchical Situation Modeling and Reasoning for Pervasive Computing, The Fourth IEEE Workshop on Software Technologies for Future Embedded and Ubiquitous Systems, and the Second International Workshop on Collaborative Computing, Integration, and Assurance (SEUS-WCCIA'06), pp.5-10, 2006.
DOI : 10.1109/SEUS-WCCIA.2006.25
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.87.4489

O. Yilmaz and R. C. Erdur, iConAwa ??? An intelligent context-aware system, Expert Systems with Applications, vol.39, issue.3, pp.2907-2918, 2012.
DOI : 10.1016/j.eswa.2011.08.152