Discrimination and privacy in the information society: Data mining and profiling in large databases
<p>Vast amounts of data are nowadays collected, stored and processed, in an effort to assist in making a variety of administrative and governmental decisions. These innovative steps considerably improve the speed, effectiveness and quality of decisions. Analyses are increasingly performed by...
Gespeichert in:
| Weitere Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2013
|
| Schriftenreihe: | Studies in applied philosophy, epistemology and rational ethics
3 |
| Schlagworte: | |
| Online-Zugang: | BTU01 FHA01 FHI01 FHN01 FHR01 FKE01 FWS01 UBY01 Volltext Inhaltsverzeichnis Abstract |
| Zusammenfassung: | <p>Vast amounts of data are nowadays collected, stored and processed, in an effort to assist in making a variety of administrative and governmental decisions. These innovative steps considerably improve the speed, effectiveness and quality of decisions. Analyses are increasingly performed by data mining and profiling technologies that statistically and automatically determine patterns and trends. However, when such practices lead to unwanted or unjustified selections, they may result in unacceptable forms of discrimination.</p><p>Processing vast amounts of data may lead to situations in which data controllers know many of the characteristics, behaviors and whereabouts of people. In some cases, analysts might know more about individuals than these individuals know about themselves. Judging people by their digital identities sheds a different light on our views of privacy and data protection. </p><p>This book discusses discrimination and privacy issues related to data mining and profiling practices. It provides technological and regulatory solutions, to problems which arise in these innovative contexts. The book explains that common measures for mitigating privacy and discrimination, such as access controls and anonymity, fail to properly resolve privacy and discrimination concerns. Therefore, new solutions, focusing on technology design, transparency and accountability are called for and set forth.</p><p> </p> |
| Beschreibung: | Part I Opportunities of Data Mining and Profiling -- Part II Possible Discrimination and Privacy Issues -- Part III Practical Applications -- Part IV Solutions in Code -- Part V Solutions in Law, Norms and the Market |
| Beschreibung: | 1 Online-Ressource (XVIII, 370 p. 31 illus) |
| ISBN: | 9783642304873 |
| DOI: | 10.1007/978-3-642-30487-3 |
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Datensatz im Suchindex
| DE-BY-FWS_katkey | 922842 |
|---|---|
| _version_ | 1806194901426110464 |
| adam_text | DISCRIMINATION AND PRIVACY IN THE INFORMATION SOCIETY
/
: 2013
TABLE OF CONTENTS / INHALTSVERZEICHNIS
PART I OPPORTUNITIES OF DATA MINING AND PROFILING
PART II POSSIBLE DISCRIMINATION AND PRIVACY ISSUES
PART III PRACTICAL APPLICATIONS
PART IV SOLUTIONS IN CODE
PART V SOLUTIONS IN LAW, NORMS AND THE MARKET
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
DISCRIMINATION AND PRIVACY IN THE INFORMATION SOCIETY
/
: 2013
ABSTRACT / INHALTSTEXT
VAST AMOUNTS OF DATA ARE NOWADAYS COLLECTED, STORED AND PROCESSED, IN AN
EFFORT TO ASSIST IN MAKING A VARIETY OF ADMINISTRATIVE AND
GOVERNMENTAL DECISIONS. THESE INNOVATIVE STEPS CONSIDERABLY IMPROVE THE
SPEED, EFFECTIVENESS AND QUALITY OF DECISIONS. ANALYSES ARE INCREASINGLY
PERFORMED BY DATA MINING AND PROFILING TECHNOLOGIES THAT STATISTICALLY
AND AUTOMATICALLY DETERMINE PATTERNS AND TRENDS. HOWEVER, WHEN SUCH
PRACTICES LEAD TO UNWANTED OR UNJUSTIFIED SELECTIONS, THEY MAY RESULT IN
UNACCEPTABLE FORMS OF DISCRIMINATION. PROCESSING VAST AMOUNTS OF DATA
MAY LEAD TO SITUATIONS IN WHICH DATA CONTROLLERS KNOW MANY OF THE
CHARACTERISTICS, BEHAVIORS AND WHEREABOUTS OF PEOPLE. IN SOME CASES,
ANALYSTS MIGHT KNOW MORE ABOUT INDIVIDUALS THAN THESE INDIVIDUALS KNOW
ABOUT THEMSELVES. JUDGING PEOPLE BY THEIR DIGITAL IDENTITIES SHEDS A
DIFFERENT LIGHT ON OUR VIEWS OF PRIVACY AND DATA PROTECTION. THIS BOOK
DISCUSSES DISCRIMINATION AND PRIVACY ISSUES RELATED TO DATA MINING AND
PROFILING PRACTICES. IT PROVIDES TECHNOLOGICAL AND REGULATORY SOLUTIONS,
TO PROBLEMS WHICH ARISE IN THESE INNOVATIVE CONTEXTS. THE BOOK EXPLAINS
THAT COMMON MEASURES FOR MITIGATING PRIVACY AND DISCRIMINATION, SUCH AS
ACCESS CONTROLS AND ANONYMITY, FAIL TO PROPERLY RESOLVE PRIVACY AND
DISCRIMINATION CONCERNS. THEREFORE, NEW SOLUTIONS, FOCUSING ON
TECHNOLOGY DESIGN, TRANSPARENCY AND ACCOUNTABILITY ARE CALLED FOR AND
SET FORTH.
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
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| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3 |
| dewey-search | 006.3 |
| dewey-sort | 16.3 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| doi_str_mv | 10.1007/978-3-642-30487-3 |
| format | Electronic eBook |
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| series | Studies in applied philosophy, epistemology and rational ethics |
| series2 | Studies in applied philosophy, epistemology and rational ethics |
| spellingShingle | Discrimination and privacy in the information society Data mining and profiling in large databases Studies in applied philosophy, epistemology and rational ethics Ingenieurwissenschaften Engineering Ethics Database management Data mining Criminal Law Privatsphäre (DE-588)4123980-5 gnd Data-Profiling (DE-588)7670125-6 gnd Data Mining (DE-588)4428654-5 gnd Datenschutz (DE-588)4011134-9 gnd |
| subject_GND | (DE-588)4123980-5 (DE-588)7670125-6 (DE-588)4428654-5 (DE-588)4011134-9 (DE-588)4143413-4 |
| title | Discrimination and privacy in the information society Data mining and profiling in large databases |
| title_auth | Discrimination and privacy in the information society Data mining and profiling in large databases |
| title_exact_search | Discrimination and privacy in the information society Data mining and profiling in large databases |
| title_full | Discrimination and privacy in the information society Data mining and profiling in large databases Bart Custers ..., (eds.) |
| title_fullStr | Discrimination and privacy in the information society Data mining and profiling in large databases Bart Custers ..., (eds.) |
| title_full_unstemmed | Discrimination and privacy in the information society Data mining and profiling in large databases Bart Custers ..., (eds.) |
| title_short | Discrimination and privacy in the information society |
| title_sort | discrimination and privacy in the information society data mining and profiling in large databases |
| title_sub | Data mining and profiling in large databases |
| topic | Ingenieurwissenschaften Engineering Ethics Database management Data mining Criminal Law Privatsphäre (DE-588)4123980-5 gnd Data-Profiling (DE-588)7670125-6 gnd Data Mining (DE-588)4428654-5 gnd Datenschutz (DE-588)4011134-9 gnd |
| topic_facet | Ingenieurwissenschaften Engineering Ethics Database management Data mining Criminal Law Privatsphäre Data-Profiling Data Mining Datenschutz Aufsatzsammlung |
| url | https://doi.org/10.1007/978-3-642-30487-3 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025860871&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025860871&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV040374130 |
| work_keys_str_mv | AT custersbart discriminationandprivacyintheinformationsocietydataminingandprofilinginlargedatabases |