Context-aware computing:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Berlin ; Boston
De Gruyter
[2018]
Beijing Tsinghua University Press |
| Schriftenreihe: | Advances in computer science
volume 3 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis http://www.degruyter.com/search?f_0=isbnissn&q_0=9783110555684&searchTitles=true Inhaltsverzeichnis |
| Beschreibung: | XVI, 461 Seiten Illustrationen, Diagramme 24 cm x 17 cm |
| ISBN: | 9783110555684 3110555689 |
Internformat
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| 264 | 1 | |a Beijing |b Tsinghua University Press | |
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Datensatz im Suchindex
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| adam_text | Contents
Acknowledgments----XVII
Part I: Fundamental
l
1.1
1.1.1
1.1.2
1.2
1.2.1
1.2.2
1.3
1.3.1
1.3.2
1.3.3
1.3.4
1.3.5
1.3.6
1.3.7
1.4
1.4.1
1.4.2
1.5
1.5.1
1.5.2
1.6
1.6.1
1.6.2
1.6.3
1.6.4
1.7
Context-Aware Data Management Toward Ambient Intelligen
Ambient Intelligence--3
A Scenario---4
Challenges of Context-Awareness----5
What Is Context?---6
Context Definitions---6
Context Categorization---6
Characteristics of Context--7
Being Sensed-----7
Through Constrained Devices-----8
From Distributed Sources----8
Continuous Change-----8
Mobility---9
Temporality and Spatiality--9
Imperfectness and Uncertainty---9
What Does Context-Awareness Imply?-----10
Users’ Perspectives---10
Systems’ Perspectives----11
Context-Aware Querying------13
Basics of Context-Aware Queries----13
Context-Aware Querying Strategies----14
Supporting Context-Aware Data Management------17
Context Provider---17
Service Registry---17
Context Processor-----19
Context Consumer------20
Recapitulation---20
Literature-21
Part II: Context
2 Modeling Context----27
2.1 Six Context Representation Methods----27
2.1.1 Key-Value----27
2.1.2 Entity-Relationship---27
2.1.3 Object-Orientation----28
X — Contents
2.1.4
2.1.5
2.1.6
2.1.7
2.2
2.2.1
2.2.2
2.2.3
2.2.4
2.2.5
2.3
2.3.1
2.3.2
2.3.3
2.4
3
3.1
3.1.1
3.1.2
3.2
3.2.1
3.2.2
3.2.3
3.2.4
3.2.5
3.3
3.3.1
3.3.2
3.3.3
3.3.4
3.3.5
3.3.6
3.4
3.4.1
3.4.2
3.4.3
3.5
4
4.1
4.2
Markup Schema-------28
Logics----28
Ontology-----28
Methods Comparison------29
Context Ontology----30
Context Formalism-----30
Ontology Language - OWL------31
Logic Foundation of OWL - Description Logic (DL)--32
Correspondence Between OWL and DL-------35
A Simple Context Ontology Example-----36
Context Events---37
Interpreting Context as Context Events--37
Temporality of Context Events--38
Temporal Operators on Context Events----40
Recapitulation---42
Literature---42
Addressing Context Uncertainty-----44
Uncertainty----44
Aleatory Uncertainty----44
Epistemic Uncertainty---45
Uncertainty ProcessingTheories-----45
Theory Overview-----45
Probability Theory----46
Fuzzy Theory-----52
Information-Gap Theory----53
Derived Uncertainty Theory---56
Uncertainty Processing Practices---57
Practice Overview---57
In Economics-----57
In Engineering---62
In Ecology---69
In Information Science--72
In Databases-----74
Context Uncertainty Management-----87
Context Uncertainty---87
Probabilistic Context Events-88
Advanced Techniques of Context Uncertainty Management------92
Recapitulation---94
Literature---95
Acquiring Context----102
Challenges in Context Acquisition--102
Three Context Acquisition Mechanisms----103
Contents —— X!
4.2.1 Offering Context Acquisition Services---103
4.2.2 Unifying Context Acquisition Interfaces-103
4.2.3 Building a General Context Provision and Acquisition Adaptor--104
4.3 A Declarative Specification Language for Context Acquisition--105
4.3.1 Point Descriptors----106
4.3.2 Connector Descriptors-----106
4.3.3 Constraint Descriptors----107
4.3.4 Quality Descriptors----110
4.4 Quality-Assured Context Acquisition----113
4.4.1 The Least Squared Error of Redundant Context Values----113
4.4.2 Failure of Context Providers--114
4.5 Recapitulation----115
Literature----115
5 Protecting Context Privacy---117
5.1 Balancing Privacy and Smartness----117
5.2 Privacy Protection Techniques------118
5.2.1 Access Control----118
5.2.2 Platform for Privacy Preferences (P3P)--120
5.2.3 Hippocratic Databases —121
5.2.4 Anonymity-----122
5.2.5 Encryption----123
5.3 Search Over Encrypted XML Context Information-----124
5.3.1 A Three-Phased Search Framework--------124
5.3.2 Data Encoding Phase-----126
5.3.3 Candidate Identification Phase-----132
5.3.4 Tree Search Phase —137
5.4 Life-Cycle Management of Context Information —142
5.4.1 Requirements for Self-Regulation of Context Information----142
5.4.2 Limitations of Traditional Privacy Preservation Strategies-143
5.4.3 A Life-Cycle Policy (LCP) Model--145
5.4.4 Use Scenarios of LCPs-----147
5.4.5 LCP-based Context Privacy Protection Diagram —150
5.4.6 Challenges with LCP-Based Privacy Protection----151
5.5 Recapitulation----153
Literature----153
Part III: Context Awareness
6 Querying Context-----159
6.1 Seven Context Query Mechanisms-----159
6.1.1 SQL Based-----159
6.1.2 XML Based-----161
Contents
XII -----
6.1.3 Ontology Based---162
6.1.4 Event Based---163
6.1.5 Logic Based---164
6.1.6 Programming API Based------167
6.1.7 Graphic Interface Based----168
6.1.8 Mechanisms Comparison------168
6.2 Recapitulation---171
Literature--171
7 Detecting Context Events---173
7.1 Integration of Stream and Event Processing--173
7.1.1 Stream and Event Processing Operators---173
7.1.2 Stream and Event Processing Methods----176
7.1.3 Stream and Event Processing Systems----177
7.2 High-Performance Context Event Detection----178
7.2.1 Indexing Stream Records----178
7.2.2 Condensed Composition of Stream Records-----178
7.2.3 Partitioning Stream Records for Parallel Processing-186
7.3 Recapitulation---198
Literature--198
8 Energy Management in Context Querying-------201
8.1 Energy-Efficiency Requirement----201
8.2 Energy-Efficiency Problem---202
8.3 Solution Guidelines----202
8.4 Energy Management at Different Computing Levels-----203
8.4.1 Energy-Efficient Hardware---204
8.4.2 Energy-Efficient Computer Systems----204
8.4.3 Energy-Efficient Cluster Systems-205
8.4.4 Energy-Efficient Applications--208
8.5 Models and Benchmarks of Energy Efficiency-----209
8.5.1 Models and Metrics-----209
8.5.2 Benchmarks----210
8.6 Energy-Efficient Query Processing and Optimization--210
8.6.1 Energy Management at Sensor Networks------211
8.6.2 Energy Management at Mobile Front Ends------212
8.6.3 Energy-Efficient Query Engines---213
8.7 Discussion----215
8.7.1 Redesigning Physical Context Database---215
8.7.2 Energy-Aware Query Processing and Optimization Strategies----215
8.7.3 Dynamic Workload and Resource Management-------216
8.8 Recapitulation---216
Literature--216
Contents
XII)
9 Context Query Efficiency Versus Expense--221
9.1 Basics of Cloud Computing---221
9.1.1 Service Models of Cloud Computing----221
9.1.2 Characteristics and Benefits of Cloud Computing — 222
9.1.3 Key Benefits of Cloud Computing--222
9.2 Concerns of Context Query Performance and Expense----222
9.2.1 Performance Management------223
9.2.2 Resource Charging----224
9.3 Tuning of Query Performance and Expense----224
9.3.1 Problem Formulation----225
9-3.2 Multiple Objective Optimization--227
9.3.3 A Genetic Approach for Multiple Objective Optimization — 228
9.3.4 Performance Evaluation----229
9.4 Recapitulation---234
Literature---234
Part IV: Context-Aware Data Management
10 Context-Aware Preference Querying----239
10.1 Query Preferences in Databases---239
10.1.1 Qualitative Representation of Preferences--239
10.1.2 Quantitative Representation of Preferences-240
10.2 Implanting Context-Aware Query Preferences upon a Relational Database
Management System (RDBMS)--------241
10.2.1 A Knowledge-Based Context-Aware Preference Model — 241
10.2.2 Explicating Context-Aware Preferences in a Database World-243
10.2.3 Personalized Querying with Context-Aware Preferences---245
10.3 Contextual Ranking of Database Querying Results — 249
10.3.1 A Motivation Example---249
10.3.2 Database and Context Space — 250
10.3.3 Ranking Database Tuples Under Context Instances---250
10.3.4 Building Contextual Ranking Functions by Regression--251
10.3.5 Reducing Context Dimensionality in Contextual Ranking--255
10.4 Recapitulation---260
Literature---260
11 Analyzing Sensitivity of Answer Ordering Change — 262
11.1 Motivation---262
11.2 Sensitivity Analysis Techniques in Databases-264
11.2.1 Attribute Selection--264
11.2.2 Provenance and Lineage----265
11.2.3 Causality and Responsibility--265
11.2.4 Sensitivity Measurement and Computation----266
Contents
XIV
11.3 Sensitivity Analysis Problem for Answer Ordering Change----266
11.3.1 Review of the Probabilistic Database Model-----266
11.3.2 Answer Ordering Change-------268
11.3.3 Measurement of Answer Ordering Change--------268
11.3.4 Sensitivity of Answer Ordering Change-----272
11.4 Sensitivity Computation for Answer Ordering Change----273
11.4.1 Five Computation Modules-----273
11.4.2 Sensitivity Computation Method------279
11.4.3 Performance-------280
11.5 Recapitulation----288
Literature---289
12 Explaining and Scrubbing Context-Aware Query Results------291
12.1 Motivation-----291
12.2 Result Explanation and Uncertain Data Cleaning Techniques-----292
12.2.1 Explanation in General----292
12.2.2 Explanation in Databases-----293
12.2.3 User Feedback-----293
12.2.4 Cleaning Data Uncertainty----294
12.3 Design Principles for Answer Explanation Facility--294
12.4 Involving Users in Querying Uncertain Context Data----295
12.4.1 Result Explanation----296
12.4.2 Query Recomputation-------307
12.4.3 Performance-------308
12.4.4 Discussion-----310
12.5 Recapitulation----312
Literature---312
13 Context-Based Information Refinding-----314
13.1 Characteristics of Information Refinding--314
13.1.1 Refinding Is a Common Activity----314
13.1.2 Differences from Information Finding---315
13.1.3 Difficulties in Information Refinding--316
13.2 Overview of Information Refinding Techniques------316
13.2.1 Web Information Refinding----317
13.2.2 Personal Information Refinding----320
13.2.3 Comparison of Different Refinding Techniques------325
13.3 Nature-Inspired Context-Based Refinding------327
13.3.1 Brain s Memory Recall-----327
13.3.2 Information Refinding by Structured Context----330
13.3.3 Web Revisitation by Context and Content Keywords------353
13.4 Recapitulation----380
Literature---380
Contents XV
Part V: Context-Aware Applications
14 A Context-Aware Ad-Hoc Meeting Planner Program — 389
14.1 Early Pioneering Context-Aware Applications--389
14.2 Motivation---390
14.3 Context-Awareness in ConPlan-----391
14.4 ConPlan Design Considerations----391
14.5 ConPlan Framework-----392
14.6 ConPlan Context Management-------393
14.7 ConPlan Implementation---396
14.8 Recapitulation---398
Literature---398
15 Context-Aware Learning — 400
15.1 Learning in an Ambient Intelligent World-400
15.2 Motivation of Context-Aware Learning — 400
15.3 Five Kinds of Learning Context---402
15.4 Enabling Techniques for Context-Aware Learning--402
15.4.1 GPS-based Learning----402
15.4.2 Sensor-Based Learning----403
15.4.3 Personalized Learning----403
15.4.4 RFID-based Learning---405
15.5 Some Context-Aware Learning Prototypes---407
15.6 Challenges upon Context-Aware Learning---408
15.7 Recapitulation---409
Literature — 410
16 Context-Aware Management of Bilingual Aviation MRO Task Cards----412
16.1 Motivation — 412
16.2 Generating Bilingual MRO Task Cards (TaskCardGeneratore2c)--413
16.2.1 TaskCardGenerator^ Architecture----413
16.2.2 TaskCardGeneratore2c Implementation----415
16.3 Searching Bilingual MRO Task Cards (TaskCardFinder)--419
16.3.1 Existing Search Engines--419
16.3.2 TaskCardFinder Functionalities---421
16.3.3 TaskCardFinder Architecture---421
16.3.4 TaskCardFinder Implementation----422
16.4 User Study---429
16.4.1 On TaskCardGenerator^----429
16.4.2 On TaskCardFinder-----429
16.5 Recapitulation — 430
Literature---430
XVI
Contents
17
17.1
17.1-1
17.1.2
17.1.3
17.1.4
17.1.5
17.2
17.2.1
17.2.2
17.3
17.3.1
17.3.2
17.3.3
17.3.4
17.4
17.4.1
17.4.2
17.5
17.5.1
17.5.2
17.6
17.6.1
17.6.2
17.6.3
17.6.4
17.7
FireVGulde: A Context-Aware Fire Victims Guide-----432
Motivation----432
Two Real Fire Disasters---432
Reflection of the Real Fire Disasters--433
Necessity of FireVGuide-----433
Assumptions of FireVGuide-----434
Principles of FireVGuide--434
State-of-Art Firefighting Techniques---435
Supporting Firefighters-----435
Supporting Fire Victims-----436
Solution Requirements-------436
Building Structure----437
Timeliness----438
Simple Interaction----438
Reliability---438
FireVGuide Architecture---439
Hardware Deployment-------439
Software Architecture-----440
FireVGuide Guidance Generation-----441
Evacuation Route Generation-----441
To-Do-List Generation for Trapped Occupants----444
Evaluation of FireVGuide--446
User Interviews---447
Empirical Experience with FireVGuide---449
Effectiveness of FireVGuide---450
Efficiency of FireVGuide--453
Recapitulation----455
Literature----455
Index
459
|
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| id | DE-604.BV044896596 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T08:04:08Z |
| institution | BVB |
| institution_GND | (DE-588)10095502-2 |
| isbn | 9783110555684 3110555689 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-030290479 |
| oclc_num | 1027002654 |
| open_access_boolean | |
| owner | DE-634 DE-355 DE-BY-UBR DE-M347 |
| owner_facet | DE-634 DE-355 DE-BY-UBR DE-M347 |
| physical | XVI, 461 Seiten Illustrationen, Diagramme 24 cm x 17 cm |
| publishDate | 2018 |
| publishDateSearch | 2018 |
| publishDateSort | 2018 |
| publisher | De Gruyter Tsinghua University Press |
| record_format | marc |
| series | Advances in computer science |
| series2 | Advances in computer science |
| spelling | Feng, Ling Verfasser (DE-588)132530937 aut Context-aware computing Ling Feng Berlin ; Boston De Gruyter [2018] Beijing Tsinghua University Press XVI, 461 Seiten Illustrationen, Diagramme 24 cm x 17 cm txt rdacontent n rdamedia nc rdacarrier Advances in computer science volume 3 Datenverwaltung (DE-588)4011168-4 gnd rswk-swf Abfrage (DE-588)4198788-3 gnd rswk-swf Kontextbezogenes System (DE-588)4739720-2 gnd rswk-swf Ambient Intelligence (DE-588)4820282-4 gnd rswk-swf Kontextbezogenes System (DE-588)4739720-2 s Datenverwaltung (DE-588)4011168-4 s Abfrage (DE-588)4198788-3 s Ambient Intelligence (DE-588)4820282-4 s DE-604 Walter de Gruyter GmbH & Co. KG (DE-588)10095502-2 pbl Erscheint auch als Online-Ausgabe, PDF 978-3-11-055667-4 Erscheint auch als Online-Ausgabe, EPUB 978-3-11-055669-1 Advances in computer science volume 3 (DE-604)BV044719572 3 B:DE-101 application/pdf http://d-nb.info/1130671100/04 Inhaltsverzeichnis X:MVB http://www.degruyter.com/search?f_0=isbnissn&q_0=9783110555684&searchTitles=true Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030290479&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Feng, Ling Context-aware computing Advances in computer science Datenverwaltung (DE-588)4011168-4 gnd Abfrage (DE-588)4198788-3 gnd Kontextbezogenes System (DE-588)4739720-2 gnd Ambient Intelligence (DE-588)4820282-4 gnd |
| subject_GND | (DE-588)4011168-4 (DE-588)4198788-3 (DE-588)4739720-2 (DE-588)4820282-4 |
| title | Context-aware computing |
| title_auth | Context-aware computing |
| title_exact_search | Context-aware computing |
| title_full | Context-aware computing Ling Feng |
| title_fullStr | Context-aware computing Ling Feng |
| title_full_unstemmed | Context-aware computing Ling Feng |
| title_short | Context-aware computing |
| title_sort | context aware computing |
| topic | Datenverwaltung (DE-588)4011168-4 gnd Abfrage (DE-588)4198788-3 gnd Kontextbezogenes System (DE-588)4739720-2 gnd Ambient Intelligence (DE-588)4820282-4 gnd |
| topic_facet | Datenverwaltung Abfrage Kontextbezogenes System Ambient Intelligence |
| url | http://d-nb.info/1130671100/04 http://www.degruyter.com/search?f_0=isbnissn&q_0=9783110555684&searchTitles=true http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030290479&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV044719572 |
| work_keys_str_mv | AT fengling contextawarecomputing AT walterdegruytergmbhcokg contextawarecomputing |
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Inhaltsverzeichnis