Decision making and imperfection:
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Berlin [u.a.]
Springer
2013
|
| Series: | Studies in computational intelligence
474 |
| Subjects: | |
| Online Access: | BTU01 FHA01 FHI01 FHN01 FHR01 FKE01 FWS01 UBY01 Volltext Inhaltsverzeichnis Abstract |
| Physical Description: | 1 Online-Ressource |
| ISBN: | 9783642364068 |
| DOI: | 10.1007/978-3-642-36406-8 |
Staff View
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| adam_text | DECISION MAKING AND IMPERFECTION
/
: 2013
TABLE OF CONTENTS / INHALTSVERZEICHNIS
DYNAMIC BAYESIAN COMBINATION OF MULTIPLE IMPERFECT CLASSIFIERS
DISTRIBUTED DECISION MAKING BY CATEGORICALLY-THINKING AGENTS
AUTOMATED PREFERENCE ELICITATION FOR DECISION MAKING
COUNTER-FACTUAL REINFORCEMENT LEARNING: HOW TO MODEL DECISION-MAKERS
THAT ANTICIPATE THE FUTURE
EFFECT OF EMOTION AND PERSONALITY ON DEVIATION FROM PURELY RATIONAL
DECISION-MAKING
AN ADVERSARIAL RISK ANALYSIS MODEL FOR AN AUTONOMOUS IMPERFECT DECISION
AGENT
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
DECISION MAKING AND IMPERFECTION
/
: 2013
ABSTRACT / INHALTSTEXT
DECISION MAKING (DM) IS UBIQUITOUS IN BOTH NATURAL AND ARTIFICIAL
SYSTEMS. THE DECISIONS MADE OFTEN DIFFER FROM THOSE RECOMMENDED BY THE
AXIOMATICALLY WELL-GROUNDED NORMATIVE BAYESIAN DECISION THEORY, IN A
LARGE PART DUE TO LIMITED COGNITIVE AND COMPUTATIONAL RESOURCES OF
DECISION MAKERS (EITHER ARTIFICIAL UNITS OR HUMANS). THIS STATE OF A
AIRS IS OFTEN DESCRIBED BY SAYING THAT DECISION MAKERS ARE IMPERFECT AND
EXHIBIT BOUNDED RATIONALITY. THE NEGLECTED INFLUENCE OF EMOTIONAL STATE
AND PERSONALITY TRAITS IS AN ADDITIONAL REASON WHY NORMATIVE THEORY
FAILS TO MODEL HUMAN DM PROCESS. THE BOOK IS A JOINT EFFORT OF THE
TOP RESEARCHERS FROM DIFFERENT DISCIPLINES TO IDENTIFY SOURCES OF
IMPERFECTION AND WAYS HOW TO DECREASE DISCREPANCIES BETWEEN THE
PRESCRIPTIVE THEORY AND REAL-LIFE DM. THE CONTRIBUTIONS CONSIDER:
HOW A CROWD OF IMPERFECT DECISION MAKERS
OUTPERFORMS EXPERTS DECISIONS; HOW TO DECREASE
DECISION MAKERS IMPERFECTION BY REDUCING KNOWLEDGE AVAILABLE;
HOW TO DECREASE IMPERFECTION VIA AUTOMATED
ELICITATION OF DM PREFERENCES; A HUMAN S LIMITED
WILLINGNESS TO MASTER THE AVAILABLE DECISION-SUPPORT TOOLS AS AN
ADDITIONAL SOURCE OF IMPERFECTION; HOW THE
DECISION MAKER S EMOTIONAL STATE INFLUENCES THE RATIONALITY; A DM
SUPPORT OF EDUTAINMENT ROBOT BASED ON ITS SYSTEM OF VALUES AND
RESPECTING EMOTIONS. THE BOOK WILL APPEAL TO ANYONE INTERESTED IN THE
CHALLENGING TOPIC OF DM THEORY AND ITS APPLICATIONS.
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Guy, Tatiana Valentine |
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| isbn | 9783642364068 |
| language | English |
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| series | Studies in computational intelligence |
| series2 | Studies in computational intelligence |
| spellingShingle | Guy, Tatiana Valentine Decision making and imperfection Studies in computational intelligence Ingenieurwissenschaften Künstliche Intelligenz Artificial intelligence Engineering Entscheidungstheorie (DE-588)4138606-1 gnd |
| subject_GND | (DE-588)4138606-1 (DE-588)4143413-4 |
| title | Decision making and imperfection |
| title_auth | Decision making and imperfection |
| title_exact_search | Decision making and imperfection |
| title_full | Decision making and imperfection Tatiana V. Guy ... (eds.) |
| title_fullStr | Decision making and imperfection Tatiana V. Guy ... (eds.) |
| title_full_unstemmed | Decision making and imperfection Tatiana V. Guy ... (eds.) |
| title_short | Decision making and imperfection |
| title_sort | decision making and imperfection |
| topic | Ingenieurwissenschaften Künstliche Intelligenz Artificial intelligence Engineering Entscheidungstheorie (DE-588)4138606-1 gnd |
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