Smart information systems: computational intelligence for real-life applications
Gespeichert in:
| Weitere Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cham
Springer International Publishing
[2015]
|
| Schriftenreihe: | Advances in computer vision and pattern recognition
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| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis Klappentext |
| Beschreibung: | xii, 372 Seiten Illustrationen, Diagramme |
| ISBN: | 9783319141770 |
| ISSN: | 2191-6586 |
Internformat
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Datensatz im Suchindex
| _version_ | 1804175934766448640 |
|---|---|
| adam_text | Contents
Part I Smart Information Aggregation Services
1 Intelligent News Aggregator for German with Sentiment
Analysis......................................................... 5
Danuta Ploch
2 Twitter Sentiment Tracking for Predicting Marketing Trends. ... 47
Cagdas Esiyok and Sabin Albayrak
3 Health Assistance for Immigrants................................. 75
Till Plumbaum, Funda Klein-EHinghaus. Anna Reeske.
Kristin Pelz and Frank Hopfgartner
4 Information Aggregation In an Enterprise......................... 99
Erwin Gunadi and Sahin Albayrak
Part II Personalization and Recommendation Services
5 Semantic Movie Recommendations............................ 125
Andreas Lommatzsch
6 News Recommendation in Real-Time.......................... 149
Benjamin Kille. Andreas Lommatzsch and Torben Brodt
7 Personalized Information Access Using Semantic Knowledge .... 181
Till Plumbaum and Andreas Lommatzsch
8 Personalized Fashion Advice............................... 213
Till Plumbaum and Benjamin Kille
ix
X
Contents
9 Gamification of Workplace Activities........................... 239
Michael Meder, Brijnesh Johannes Jain, Till Plumbaum and Frank Hopfgartner
Part III Sensor-Based Knowledge Acquisition and Signal Processing Services
10 Optimization of In-House Energy Demand......................... 271
Stephan Spiegel
11 Detecting Violent Content in Hollywood Movies
and User-Generated Videos. .................................... 291
Esra Acar, Melanie Irrgang, Dominique Maniry and Frank Hopfgartner
12 Discovery of Driving Behavior Patterns......................... 315
Stephan Spiegel
13 Intermodal Mobility Assistance for Megacities.................. 345
Esra Acar, Marco Liitzenberger and Marius Schulz
Index
369
Advances in Computer Vision and Pattern Recognition
Sing Bing Kang Series Editor
This must-read text/reference presents an overview of smart information systems for both the private and public sector, highlighting the research questions that can be studied by applying computational intelligence.
The book demonstrates how to transform raw data into effective smart information services, covering the challenges and potential of this approach. Hach chapter describes the algorithms, tools, measures and evaluations used to answer important questions. This is then further illustrated by a diverse selection of case studies reflecting genuine problems faced by SMB, multinational manufacturers, service companies, and the public sector.
Topics and features:
• Provides a state-of-the-art introduction to the field, integrating contributions from both academia and industrv
4
• Includes numerous individual use cases, which outline the need for smart information systems that help in typical situations faced by many on a daily basis
• Reviews novel information aggregation services that illustrate how textual data can be employed to generate smart information services
• Discusses personalization and recommendation systems that tailor information based on users’ individual preferences
• Examines sensor-based knowledge acquisition services, describing how the analysis of sensor data can be used to provide a clear picture of our world
Offering practical and accessible guidance for the application of computational intelligence to solving real-world problems, this volume will prove invaluable to researchers and professionals involved in information retrieval, machine learning and data analysis.
Dr. Frank Hopfgartner is Director of the Competence Center Information Retrieval and Machine Learning of the Distributed Artificial Intelligence Laboratory, and lecturer at the Berlin Institute of Technologv. Berlin, Gernianv.
|
| any_adam_object | 1 |
| author2 | Hopfgartner, Frank |
| author2_role | edt |
| author2_variant | f h fh |
| author_GND | (DE-588)136481523 |
| author_facet | Hopfgartner, Frank |
| building | Verbundindex |
| bvnumber | BV043371959 |
| classification_rvk | ST 530 |
| ctrlnum | (OCoLC)908594303 (DE-599)BVBBV043371959 |
| dewey-full | 004 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 004 - Computer science |
| dewey-raw | 004 |
| dewey-search | 004 |
| dewey-sort | 14 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Book |
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| id | DE-604.BV043371959 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T07:24:11Z |
| institution | BVB |
| isbn | 9783319141770 |
| issn | 2191-6586 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028790860 |
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| physical | xii, 372 Seiten Illustrationen, Diagramme |
| publishDate | 2015 |
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| publishDateSort | 2015 |
| publisher | Springer International Publishing |
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| series2 | Advances in computer vision and pattern recognition |
| spelling | Hopfgartner, Frank (DE-588)136481523 edt Smart information systems computational intelligence for real-life applications Frank Hopfgartner, editor Cham Springer International Publishing [2015] xii, 372 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Advances in computer vision and pattern recognition 2191-6586 Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf Informatik (DE-588)4026894-9 gnd rswk-swf Wissensextraktion (DE-588)4546354-2 gnd rswk-swf Mustererkennung (DE-588)4040936-3 gnd rswk-swf Informatik (DE-588)4026894-9 s Data Mining (DE-588)4428654-5 s Künstliche Intelligenz (DE-588)4033447-8 s Mustererkennung (DE-588)4040936-3 s Wissensextraktion (DE-588)4546354-2 s DE-604 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=028790860&sequence=000003&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 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=028790860&sequence=000004&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Klappentext |
| spellingShingle | Smart information systems computational intelligence for real-life applications Künstliche Intelligenz (DE-588)4033447-8 gnd Data Mining (DE-588)4428654-5 gnd Informatik (DE-588)4026894-9 gnd Wissensextraktion (DE-588)4546354-2 gnd Mustererkennung (DE-588)4040936-3 gnd |
| subject_GND | (DE-588)4033447-8 (DE-588)4428654-5 (DE-588)4026894-9 (DE-588)4546354-2 (DE-588)4040936-3 |
| title | Smart information systems computational intelligence for real-life applications |
| title_auth | Smart information systems computational intelligence for real-life applications |
| title_exact_search | Smart information systems computational intelligence for real-life applications |
| title_full | Smart information systems computational intelligence for real-life applications Frank Hopfgartner, editor |
| title_fullStr | Smart information systems computational intelligence for real-life applications Frank Hopfgartner, editor |
| title_full_unstemmed | Smart information systems computational intelligence for real-life applications Frank Hopfgartner, editor |
| title_short | Smart information systems |
| title_sort | smart information systems computational intelligence for real life applications |
| title_sub | computational intelligence for real-life applications |
| topic | Künstliche Intelligenz (DE-588)4033447-8 gnd Data Mining (DE-588)4428654-5 gnd Informatik (DE-588)4026894-9 gnd Wissensextraktion (DE-588)4546354-2 gnd Mustererkennung (DE-588)4040936-3 gnd |
| topic_facet | Künstliche Intelligenz Data Mining Informatik Wissensextraktion Mustererkennung |
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