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344 results on '"Context data"'

1. Related Work

Author

Beierle, Felix, Möller, Sebastian, Series Editor, Küpper, Axel, Series Editor, Raake, Alexander, Series Editor, and Beierle, Felix

Published
2021
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3. A Standardizable Network Architecture Supporting Interoperability in the Smart City Internet of Things

Author

Peoples, Cathryn, Akan, Ozgur, Series Editor, Bellavista, Paolo, Series Editor, Cao, Jiannong, Series Editor, Coulson, Geoffrey, Series Editor, Dressler, Falko, Series Editor, Ferrari, Domenico, Series Editor, Gerla, Mario, Series Editor, Kobayashi, Hisashi, Series Editor, Palazzo, Sergio, Series Editor, Sahni, Sartaj, Series Editor, Shen, Xuemin (Sherman), Series Editor, Stan, Mircea, Series Editor, Xiaohua, Jia, Series Editor, Zomaya, Albert Y., Series Editor, Fortino, Giancarlo, editor, Palau, Carlos E., editor, Guerrieri, Antonio, editor, Cuppens, Nora, editor, Cuppens, Frédéric, editor, Chaouchi, Hakima, editor, and Gabillon, Alban, editor

Published
2018
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4. Unified Modeling of Quality of Context and Quality of Situation for Context-Aware Applications in the Internet of Things

Author

Chabridon, Sophie, Bouzeghoub, Amel, Ahmed-Nacer, Anis, Marie, Pierrick, Desprats, Thierry, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Brézillon, Patrick, editor, Turner, Roy, editor, and Penco, Carlo, editor

Published
2017
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6. IndoorSense: context based indoor pollutant prediction using SARIMAX model.

Author

Dutta, Joy and Roy, Sarbani

Subjects
POLLUTANTS, INDOOR air pollution, TIME series analysis, FEATURE selection, FORECASTING
Abstract

Indoor air pollutants e.g., Carbon dioxide (CO2), Particulate Matter(PM)2.5, PM10, Total Volatile Organic Compounds (TVOC), etc. have a serious impact on human health. Out of these pollutants, CO2 is one of the most dominant one. Hence, proper monitoring and control of this pollutant is an important part of maintaining a healthy indoor. To make this happen, it is required to predict the next moment's indoor pollutant level at an acceptable accuracy range that ensures necessary steps can be taken beforehand to avoid a rise in the indoor pollution level for maintaining a healthy indoor all the time. It also helps people plan ahead, decreases the adverse effects on health and the costs associated. For this experiment, we have collected three months of real-life time-series data along with proper context information and have gone through feature engineering and feature selection process to create model ready data. Now, since the indoor CO2 concentration is dependent on multiple external factors (context data) which in turn is dependent on time, makes it a time-dependent function. Hence, to predict the indoor pollutant CO2, here we have used the time series forecasting model based on our collected data nature. This is a powerful tool and used in a wide range of research domains for predicting the next moment's target value. This model ready data is utilized in forecasting different time series models. According to our findings, among the selected popular time series models, the SARIMAX time series model is best suited for this forecasting problem which is utilizing indoor context information along with historical data (with 10 Fold Time-Series Split Cross-Validation score 0.907). We have achieved an average of RMSE 26.45 ppm (i.e., 97.36% accuracy) level based on a three day average for indoor pollutant prediction which is outperforming other relevant models in this domain. [ABSTRACT FROM AUTHOR]

Published
2021
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8. Distributed Context-Aware Applications by Means of Web of Things and Semantic Web Technologies

Author

Merkle, Nicole, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Sack, Harald, editor, Blomqvist, Eva, editor, d'Aquin, Mathieu, editor, Ghidini, Chiara, editor, Ponzetto, Simone Paolo, editor, and Lange, Christoph, editor

Published
2016
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9. A QoC-Aware Discovery Service for the Internet of Things

Author

Gomes, Porfírio, Cavalcante, Everton, Batista, Thais, Taconet, Chantal, Chabridon, Sophie, Conan, Denis, Delicato, Flavia C., Pires, Paulo F., Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, García, Carmelo R., editor, Caballero-Gil, Pino, editor, Burmester, Mike, editor, and Quesada-Arencibia, Alexis, editor

Published
2016
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10. Semantic Context Consolidation and Rule Learning for Optimized Transport Assignments in Hospitals

Author

Ongenae, Femke, Bonte, Pieter, Schaballie, Jeroen, Vankeirsbilck, Bert, De Turck, Filip, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Sack, Harald, editor, Rizzo, Giuseppe, editor, Steinmetz, Nadine, editor, Mladenić, Dunja, editor, Auer, Sören, editor, and Lange, Christoph, editor

Published
2016
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14. Classification Framework for Context Data from Business Processes

Author

Möhring, Michael, Schmidt, Rainer, Härting, Ralf-Christian, Bär, Florian, Zimmermann, Alfred, van der Aalst, Wil, Series editor, Mylopoulos, John, Series editor, Rosemann, Michael, Series editor, Shaw, Michael J., Series editor, Szyperski, Clemens, Series editor, Fournier, Fabiana, editor, and Mendling, Jan, editor

Published
2015
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15. A Multi-agent Architecture to Support Ubiquitous Applications in Smart Environments

Author

Maciel, Cristiano, de Souza, Patricia Cristiane, Viterbo, José, Mendes, Fabiana Freitas, El Fallah Seghrouchni, Amal, Junqueira Barbosa, Simone Diniz, Series editor, Chen, Phoebe, Series editor, Cuzzocrea, Alfredo, Series editor, Du, Xiaoyong, Series editor, Filipe, Joaquim, Series editor, Kara, Orhun, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Ślęzak, Dominik, Series editor, Washio, Takashi, Series editor, Yang, Xiaokang, Series editor, Koch, Fernando, editor, Meneguzzi, Felipe, editor, and Lakkaraju, Kiran, editor

Published
2015
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18. MePark: Using Meters as Sensors for Citywide On-Street Parking Availability Prediction

Author

Jing Ning, Guanzhou Zhu, Chen Ju, Dan Luo, Huadong Ma, Dong Zhao, and Desheng Zhang

Subjects
Discriminative model, Computer science, Mechanical Engineering, Automotive Engineering, Real-time computing, Traffic conditions, Metre, Context data, Duration (project management), Convolutional neural network, Sensing system, Resource utilization, Computer Science Applications
Abstract

Real-time parking availability prediction is of great value to optimize the on-street parking resource utilization and improve traffic conditions, while the expensive costs of the existing parking availability sensing systems have limited their large-scale applications in more cities and areas. This paper presents the MePark system to predict real-time citywide on-street parking availability at fine-grained temporal level based on the readily accessible parking meter transactions data and other context data, together with the parking events data reported from a limited number of specially deployed sensors. We design an iterative mechanism to effectively integrate the aggregated inflow prediction and individual parking duration prediction for adequately exploiting the transactions data. Meanwhile, we extract discriminative features from the multi-source data, and combine the multiple-graph convolutional neural network (MGCN) and the long short-term memory (LSTM) network for capturing complex spatio-temporal correlations. The extensive experimental results based on a four-month real-world on-street parking dataset in Shenzhen, China demonstrate the advantages of our approach over various baselines.

Published
2022

19. Taxonomy

Author

Ferreira, Paulo, Alves, Pedro, Zdonik, Stan, Series editor, Ning, Peng, Series editor, Shekhar, Shashi, Series editor, Katz, Jonathan, Series editor, Wu, Xindong, Series editor, Jain, Lakhmi C, Series editor, Padua, David, Series editor, Shen, Xuemin (Sherman), Series editor, Furht, Borko, Series editor, Subrahmanian, V.S., Series editor, Hebert, Martial, Series editor, Ikeuchi, Katsushi, Series editor, Siciliano, Bruno, Series editor, Jajodia, Sushil, Series editor, Ferreira, Paulo, and Alves, Pedro

Published
2014
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20. An Approach to Continuous Pervasive Care of Remote Patients Based on Priority Based Assignment of Nurse

Author

Sarkar, Paramita, Sinha, Ditipriya, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Kobsa, Alfred, Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Saeed, Khalid, editor, and Snášel, Václav, editor

Published
2014
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22. Collaborative Context Prediction

Author

Voigtmann, Christian, David, Klaus, David, Klaus, editor, Geihs, Kurt, editor, Leimeister, Jan Marco, editor, Roßnagel, Alexander, editor, Schmidt, Ludger, editor, Stumme, Gerd, editor, and Wacker, Arno, editor

Published
2014
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25. Research on Mongolian-Chinese Translation Model Based on Transformer with Soft Context Data Augmentation Technique

Author

Chen Xiu-hong, Liu Yong-chao, Shi Bao, Ren Qing-dao-er-ji, and Li Yuan

Subjects
Computer science, business.industry, Applied Mathematics, Context data, Translation (geometry), computer.software_genre, Computer Graphics and Computer-Aided Design, Signal Processing, Artificial intelligence, Electrical and Electronic Engineering, business, computer, Natural language processing, Transformer (machine learning model)
Published
2022

26. A platform for integrating heterogeneous data and developing smart city applications

Author

Frederico Lopes, Everton Cavalcante, Thais Batista, Jorge Pereira, Nelio Cacho, and Arthur Souza

Subjects
Computer Networks and Communications, Computer science, Data security, Context data, computer.software_genre, Data science, Visualization, Hardware and Architecture, Smart city, Middleware (distributed applications), Scalability, Key (cryptography), computer, Urban space, Software
Abstract

Developing smart city applications typically faces challenges such as meeting several complex requirements, integrating heterogeneous data sources, and considering geographical information representing the real-world urban space. Smart city platforms have a key role in realizing these applications as they provide high-level services that can be (re)used by developers. Despite the existence of many platforms to support the development of smart city applications, most of them do not associate the offered services with geographical information, do not support performing semantic queries on the available data, and have limitations that may burden development tasks. This paper presents Smart Geo Layers (SGeoL), a platform for developing smart city applications. Besides integrating urban data with geographical information, SGeoL relies on an underlying middleware infrastructure and leverages it by including high-level abstractions for (i) context data management, (ii) integration of heterogeneous data, (iii) semantic support, (iv) data analysis and visualization, and (v) data security and privacy support. This paper also reports experiences on the real use of SGeoL and empirical results on the evaluation of its performance and scalability.

Published
2022

29. Discovering High-Level Performance Models for Ticket Resolution Processes : (Short Paper)

Author

Folino, Francesco, Guarascio, Massimo, Pontieri, Luigi, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Meersman, Robert, editor, Panetto, Hervé, editor, Dillon, Tharam, editor, Eder, Johann, editor, Bellahsene, Zohra, editor, Ritter, Norbert, editor, De Leenheer, Pieter, editor, and Dou, Deijing, editor

Published
2013
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30. Transformations of Movement Data

Author

Andrienko, Gennady, Andrienko, Natalia, Bak, Peter, Keim, Daniel, Wrobel, Stefan, Andrienko, Gennady, Andrienko, Natalia, Bak, Peter, Keim, Daniel, and Wrobel, Stefan

Published
2013
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31. Activity-Oriented Context Adaptation in Mobile Applications

Author

Wischweh, Jan D. S., Bade, Dirk, Akan, Ozgur, Series editor, Bellavista, Paolo, Series editor, Cao, Jiannong, Series editor, Dressler, Falko, Series editor, Ferrari, Domenico, Series editor, Gerla, Mario, Series editor, Kobayashi, Hisashi, Series editor, Palazzo, Sergio, Series editor, Sahni, Sartaj, Series editor, Shen, Xuemin (Sherman), Series editor, Stan, Mircea, Series editor, Xiaohua, Jia, Series editor, Zomaya, Albert, Series editor, Coulson, Geoffrey, Series editor, Puiatti, Alessandro, editor, and Gu, Tao, editor

Published
2012
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32. Modular Verification of Concurrent Thread Management

Author

Guo, Yu, Feng, Xinyu, Shao, Zhong, Shi, Peizhi, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Jhala, Ranjit, editor, and Igarashi, Atsushi, editor

Published
2012
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33. INCOME – Multi-scale Context Management for the Internet of Things

Author

Arcangeli, Jean-Paul, Bouzeghoub, Amel, Camps, Valérie, Canut, Marie-Françoise, Chabridon, Sophie, Conan, Denis, Desprats, Thierry, Laborde, Romain, Lavinal, Emmanuel, Leriche, Sébastien, Maurel, Hervé, Péninou, André, Taconet, Chantal, Zaraté, Pascale, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Paternò, Fabio, editor, de Ruyter, Boris, editor, Markopoulos, Panos, editor, Santoro, Carmen, editor, van Loenen, Evert, editor, and Luyten, Kris, editor

Published
2012
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34. Discovering Context-Aware Models for Predicting Business Process Performances

Author

Folino, Francesco, Guarascio, Massimo, Pontieri, Luigi, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Meersman, Robert, editor, Panetto, Hervé, editor, Dillon, Tharam, editor, Rinderle-Ma, Stefanie, editor, Dadam, Peter, editor, Zhou, Xiaofang, editor, Pearson, Siani, editor, Ferscha, Alois, editor, Bergamaschi, Sonia, editor, and Cruz, Isabel F., editor

Published
2012
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40. Automatic Translation in Context-Aware Applications

Author

De Virgilio, Roberto, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Xiong, Hui, editor, and Lee, W. B., editor

Published
2011
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41. Enabling Knowledge Extraction from Low Level Sensor Data

Author

Cappellari, Paolo, Shi, Jie, Roantree, Mark, Tobin, Crionna, Moyna, Niall, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Hameurlain, Abdelkader, editor, Liddle, Stephen W., editor, Schewe, Klaus-Dieter, editor, and Zhou, Xiaofang, editor

Published
2011
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43. Managing Adaptivity in Web Collaborative Processes Using Policies and User Profiles

Author

De Coi, Juri Luca, Fisichella, Marco, Matera, Maristella, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Daniel, Florian, editor, and Facca, Federico Michele, editor

Published
2010
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45. Extracting semantic knowledge from web context for multimedia IR: a taxonomy, survey and challenges.

Author

Bracamonte, Teresa, Bustos, Benjamin, Poblete, Barbara, and Schreck, Tobias

Subjects
MULTIMEDIA systems, FEATURE extraction, KNOWLEDGE representation (Information theory), SEMANTIC networks (Information theory), CONTENT-based image retrieval, CONTEXTUAL analysis
Abstract

Since its invention, the Web has evolved into the largest multimedia repository that has ever existed. This evolution is a direct result of the explosion of user-generated content, explained by the wide adoption of social network platforms. The vast amount of multimedia content requires effective management and retrieval techniques. Nevertheless, Web multimedia retrieval is a complex task because users commonly express their information needs in semantic terms, but expect multimedia content in return. This dissociation between semantics and content of multimedia is known as the semantic gap. To solve this, researchers are looking beyond content-based or text-based approaches, integrating novel data sources. New data sources can consist of any type of data extracted from the context of multimedia documents, defined as the data that is not part of the raw content of a multimedia file. The Web is an extraordinary source of context data, which can be found in explicit or implicit relation to multimedia objects, such as surrounding text, tags, hyperlinks, and even in relevance-feedback. Recent advances in Web multimedia retrieval have shown that context data has great potential to bridge the semantic gap. In this article, we present the first comprehensive survey of context-based approaches for multimedia information retrieval on the Web. We introduce a data-driven taxonomy, which we then use in our literature review of the most emblematic and important approaches that use context-based data. In addition, we identify important challenges and opportunities, which had not been previously addressed in this area. [ABSTRACT FROM AUTHOR]

Published
2018
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46. Evaluating Security Policies in Pervasive Mobile Environments Using Context Information

Author

Sánchez, Carlos, Gruenwald, Le, Sánchez, Mauricio, Akan, Ozgur, Series editor, Bellavista, Paolo, Series editor, Cao, Jiannong, Series editor, Dressler, Falko, Series editor, Ferrari, Domenico, Series editor, Gerla, Mario, Series editor, Kobayashi, Hisashi, Series editor, Palazzo, Sergio, Series editor, Sahni, Sartaj, Series editor, Shen, Xuemin (Sherman), Series editor, Stan, Mircea, Series editor, Xiaohua, Jia, Series editor, Zomaya, Albert, Series editor, Coulson, Geoffrey, Series editor, Bertino, Elisa, editor, and Joshi, James B. D., editor

Published
2009
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48. Enhancing MML Clustering Using Context Data with Climate Applications

Author

Visser, Gerhard, Dowe, David L., Uotila, Petteri, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Nicholson, Ann, editor, and Li, Xiaodong, editor

Published
2009
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49. An Abstract Processing Model for the Quality of Context Data

Author

Grossmann, Matthias, Hönle, Nicola, Lübbe, Carlos, Weinschrott, Harald, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Rothermel, Kurt, editor, Fritsch, Dieter, editor, Blochinger, Wolfgang, editor, and Dürr, Frank, editor

Published
2009
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50. A Context Lifecycle for Web-Based Context Management Services

Author

Hynes, Gearoid, Reynolds, Vinny, Hauswirth, Manfred, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Barnaghi, Payam, editor, Moessner, Klaus, editor, Presser, Mirko, editor, and Meissner, Stefan, editor

Published
2009
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