{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T14:41:31Z","timestamp":1775054491676,"version":"3.50.1"},"publisher-location":"Berlin, Heidelberg","reference-count":16,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783540338949","type":"print"},{"value":"9783540338956","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2006]]},"DOI":"10.1007\/11748625_2","type":"book-chapter","created":{"date-parts":[[2006,5,19]],"date-time":"2006-05-19T01:47:47Z","timestamp":1148003267000},"page":"17-32","source":"Crossref","is-referenced-by-count":30,"title":["Building Reliable Activity Models Using Hierarchical Shrinkage and Mined Ontology"],"prefix":"10.1007","author":[{"given":"Emmanuel Munguia","family":"Tapia","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tanzeem","family":"Choudhury","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Matthai","family":"Philipose","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"2_CR1","doi-asserted-by":"crossref","unstructured":"Perkowitz, M., Philipose, M., Patterson, D.J., Fishkin, K.: Mining Models of Human Activities from the Web. In: Proceedings of The Thirteenth International World Wide Web Conference (WWW 2004), New York, USA (2004)","DOI":"10.1145\/988672.988750"},{"key":"2_CR2","doi-asserted-by":"crossref","unstructured":"Fishkin, K., Philipose, M., Rea, A.: Hands-On RFID: Wireless Wearables for Detecting use of Objects. In: Proceedings of the Ninth Annual IEEE International Symposium on Wearable Computers (ISWC 2005), Osaka, Japan (2005)","DOI":"10.1109\/ISWC.2005.25"},{"key":"2_CR3","doi-asserted-by":"crossref","unstructured":"Feldman, A., Munguia-Tapia, E., Sadi, S., Maes, P., Schmandt, C.: ReachMedia: On-the-move Interaction with Everyday Objects. In: Proceedings of the Ninth Annual IEEE International Simposium on Wereable Computers (ISWC 2005), Osaka, Japan (2005)","DOI":"10.1109\/ISWC.2005.44"},{"key":"2_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"117","DOI":"10.1007\/11748625_8","volume-title":"Pervasive Computing","author":"E.M. Tapia","year":"2006","unstructured":"Tapia, E.M., Intille, S.S., Lopez, L., Larson, K.: The Design of a Portable Kit of Wireless Sensors for Naturalistic Data Collection. In: Fishkin, K.P., Schiele, B., Nixon, P., Quigley, A. (eds.) PERVASIVE 2006. LNCS, vol.\u00a03968, pp. 117\u2013134. Springer, Heidelberg (2006)"},{"key":"2_CR5","unstructured":"Munguia-Tapia, E., Marmasse, N., Intille, S.S., Larson, K.: MITes: Wireless Portable Sensors for Studying Behavior. In: Proceedings of Extended Abstracts Ubicomp 2004: Ubiquitous Computing, Vienna, Austria (2004)"},{"key":"2_CR6","unstructured":"Wyatt, D., Philipose, M., Choudhury, T.: Unsupervised Activity Recognition Using Automatically Mined Common Sense. In: The Twentieth National Conference on Artificial Intelligence (AAAI 2005), Pittsburgh, Pennsylvania (2005)"},{"key":"2_CR7","unstructured":"Munguia-Tapia, E., Choudhury, T., Philipose, M., Wyatt, D.: Using Automatically Mined Object Relationships and Common Sense for Unsupervised Activity Recognition, Technical Report IRS-TR-05-014, Intel Research Seattle, Seattle, WA (May 2005)"},{"key":"2_CR8","unstructured":"Lester, J., Choudhury, T., Kern, N., Borriello, G., Hannaford, B.: A Hybrid Discriminative\/Generative Approach for Modeling Human Activities. In: Proceedings of the International Joint Conference on Artificial Intelligence, IJCAI 2005 (2005)"},{"key":"2_CR9","series-title":"Lecture Notes in Computer Science","first-page":"158","volume-title":"ESOP \u201988","author":"E. Munguia-Tapia","year":"1988","unstructured":"Munguia-Tapia, E., Intille, S.S., Larson, K.: Activity Recognition in the Home Setting Using Simple and Ubiquitous Sensors. In: Ganzinger, H. (ed.) ESOP 1988. LNCS, vol.\u00a0300, pp. 158\u2013175. Springer, Heidelberg (1988)"},{"key":"2_CR10","doi-asserted-by":"crossref","unstructured":"Patterson, D., Fox, D., Kautz, H., Philipose, M.: Fine-Grained Activity Recognition by Aggregating Abstract Object Usage. In: Proceedings of The Ninth Annual IEEE International Symposium on Wearable Computers (ISWC 2005), Osaka, Japan (2005)","DOI":"10.1109\/ISWC.2005.22"},{"key":"2_CR11","first-page":"359","volume-title":"Proceedings of the 15th International Conference on Machine Learning (ICML 1998)","author":"A. McCallum","year":"1998","unstructured":"McCallum, A., Rosenfeld, R., Mitchell, T., Ng, A.: Improving Text Classification by Shrinkage in a Hierarchy of Classes. In: Shavlik, J.W. (ed.) Proceedings of the 15th International Conference on Machine Learning (ICML 1998), pp. 359\u2013367. Morgan Kaufmann Publishers, San Francisco (1998)"},{"key":"2_CR12","unstructured":"Freitag, D., McCallum, A.K.: Information Extraction with HMMs and Shrinkage. In: Proceedings of the AAAI 1999 Workshop on Machine Learning for Information Extraction (1999)"},{"key":"2_CR13","doi-asserted-by":"crossref","unstructured":"Anderson, C.R., Domingos, P., Weld, D.: Relational Markov Models and their Application to Adaptive Web Navigation. In: Proceedings of the 8th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 143\u2013152 (2002)","DOI":"10.1145\/775047.775068"},{"key":"2_CR14","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.jnca.2004.06.002","volume":"28","author":"T. Gu","year":"2005","unstructured":"Gu, T., Pung, H.K., Zhang, D.Q.: A Service-oriented Middleware for Building Context-aware Services. Journal of Network and Computer Applications (JNCA 2005)\u00a028, 1\u201318 (2005)","journal-title":"Journal of Network and Computer Applications (JNCA 2005)"},{"key":"2_CR15","doi-asserted-by":"crossref","unstructured":"Miller, G.A., Beckwith, R., Fellbaum, C., Gross, D., Miller, K.: Introduction to WordNet: An On-line Lexical Database (1993)","DOI":"10.3115\/1075671.1075788"},{"key":"2_CR16","doi-asserted-by":"crossref","unstructured":"Stein, C.: Inadmissibility of the Usual Estimator for the Mean of a Multivariate Normal Distribution. In: Proceedings of the Third Berkeley Symposium on Mathematical Statistics and Probability, pp. 197\u2013206. University of California Press (1955)","DOI":"10.1525\/9780520313880-018"}],"container-title":["Lecture Notes in Computer Science","Pervasive Computing"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/11748625_2.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,5,7]],"date-time":"2023-05-07T13:05:34Z","timestamp":1683464734000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/11748625_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2006]]},"ISBN":["9783540338949","9783540338956"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/11748625_2","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2006]]}}}