Uncertainty and Sensitivity Analysis in Archaeological Computational Modeling:
Gespeichert in:
| Weitere Verfasser: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cham
Springer International Publishing
2016
|
| Schriftenreihe: | Interdisciplinary Contributions to Archaeology
|
| Schlagworte: | |
| Online-Zugang: | ASH01 FWS01 FWS02 UEI01 UPA01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource (XVI, 175 p. 31 illus., 7 illus. in color) |
| ISBN: | 9783319278339 |
| ISSN: | 1568-2722 |
| DOI: | 10.1007/978-3-319-27833-9 |
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Datensatz im Suchindex
| DE-BY-FWS_katkey | 742791 |
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| adam_text | UNCERTAINTY AND SENSITIVITY ANALYSIS IN ARCHAEOLOGICAL COMPUTATIONAL
MODELING
/
: 2016
TABLE OF CONTENTS / INHALTSVERZEICHNIS
PREFACE
CHAPTER 1:INTRODUCTION (MARIEKA BROUWER BURG, J.H.M. PEETERS, AND
WILLIAM A. LOVIS)
CHAPTER 2: IS THERE A RESEARCH DESIGN ROLE FOR SENSITIVITY ANALYSIS (SA)
IN ARCHAEOLOGICAL MODELING? (WILLIAM A. LOVIS)
CHAPTER 3: EPISTEMIC CONSIDERATIONS ABOUT UNCERTAINTY AND MODEL
SELECTION IN COMPUTATIONAL ARCHAEOLOGY: A CASE STUDY ON EXPLORATORY
MODELING (J.H.M. PEETERS AND JAN-WILLEM ROMEIJN)
CHAPTER 4: GIS-BASED MODELING OF ARCHAEOLOGICAL DYNAMICS (GMAD):
WEAKNESSES, STRENGTHS, AND THE UTILITY OF SENSITIVITY ANALYSIS (MARIEKA
BROUWER BURG)
CHAPTER 5: ASSESSING NONLINEAR BEHAVIORS IN AN AGENT BASED MODEL (JON W.
CARROLL)
CHAPTER 6: SCALE DEPENDENCY IN AGENT-BASED MODELING: HOW MANY TIME
STEPS? HOW MANY SIMULATIONS? HOW MANY AGENTS? (JOSHUA WATTS)
CHAPTER 7: THE SENSITIVITY OF DEMOGRAPHIC CHARACTERISTICS TO THE
STRENGTH OF THE POPULATION STABILIZING MECHANISM IN A MODEL
HUNTER-GATHERER SYSTEM (ANDREW A. WHITE)
CHAPTER 8: ARCHAEOLOGICAL SIMULATION AND THE TESTING PARADIGM (THOMAS G.
WHITLEY)
CHAPTER 9: “UNCERTAINTIES” (SANDER VAN DER LEEUW).
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
UNCERTAINTY AND SENSITIVITY ANALYSIS IN ARCHAEOLOGICAL COMPUTATIONAL
MODELING
/
: 2016
ABSTRACT / INHALTSTEXT
THIS VOLUME DEALS WITH THE PRESSING ISSUE OF UNCERTAINTY IN
ARCHAEOLOGICAL MODELING. DETECTING WHERE AND WHEN UNCERTAINTY IS
INTRODUCED TO THE MODELING PROCESS IS CRITICAL, AS ARE STRATEGIES FOR
MINIMIZING, RECONCILING, OR ACCOMMODATING SUCH UNCERTAINTY. INCLUDED
CHAPTERS PROVIDE UNIQUE PERSPECTIVES ON UNCERTAINTY IN ARCHAEOLOGICAL
MODELING, RANGING IN BOTH THEORETICAL AND METHODOLOGICAL ORIENTATION.
THE STRENGTHS AND WEAKNESSES OF VARIOUS IDENTIFICATION AND MITIGATION
TECHNIQUES ARE DISCUSSED, IN PARTICULAR SENSITIVITY ANALYSIS. THE
CHAPTERS DEMONSTRATE THAT FOR ARCHAEOLOGICAL MODELING PURPOSES, THERE IS
NO QUICK FIX FOR UNCERTAINTY; INDEED, EACH ARCHAEOLOGICAL MODEL REQUIRES
INTENSIVE CONSIDERATION OF UNCERTAINTY AND SPECIFIC APPLICATIONS FOR
CALIBRATION AND VALIDATION. AS VERY FEW SUCH TECHNIQUES HAVE BEEN
PROBLEMATIZED IN A SYSTEMATIC MANNER OR PUBLISHED IN THE ARCHAEOLOGICAL
LITERATURE, THIS VOLUME AIMS TO PROVIDE GUIDANCE AND DIRECTION TO OTHER
MODELERS IN THE FIELD BY DISTILLING SOME BASIC PRINCIPLES FOR MODEL
TESTING DERIVED FROM INSIGHT GATHERED IN THE CASE STUDIES PRESENTED.
ADDITIONALLY, MODEL APPLICATIONS AND THEIR ATTENDANT UNCERTAINTIES ARE
PRESENTED FROM DISTINCT SPATIO-TEMPORAL CONTEXTS AND WILL APPEAL TO A
BROAD RANGE OF ARCHAEOLOGICAL MODELERS. THIS VOLUME WILL ALSO BE OF
INTEREST TO NON-MODELING ARCHAEOLOGISTS, AS CONSIDERATION OF UNCERTAINTY
WHEN INTERPRETING THE ARCHAEOLOGICAL RECORD IS ALSO A VITAL CONCERN FOR
THE DEVELOPMENT OF NON-FORMAL (OR IMPLICIT) MODELS OF HUMAN BEHAVIOR IN
THE PAST.
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author2 | Brouwer Burg, Marieka Peeters, Hans Lovis, William A. |
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| dewey-full | 930.1 |
| dewey-hundreds | 900 - History & geography |
| dewey-ones | 930 - History of ancient world to ca. 499 |
| dewey-raw | 930.1 |
| dewey-search | 930.1 |
| dewey-sort | 3930.1 |
| dewey-tens | 930 - History of ancient world to ca. 499 |
| discipline | Geschichte Klassische Archäologie |
| doi_str_mv | 10.1007/978-3-319-27833-9 |
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| id | DE-604.BV043579508 |
| illustrated | Not Illustrated |
| indexdate | 2024-08-01T14:58:16Z |
| institution | BVB |
| isbn | 9783319278339 |
| issn | 1568-2722 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028994180 |
| oclc_num | 951065376 |
| open_access_boolean | |
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| owner_facet | DE-862 DE-BY-FWS DE-863 DE-BY-FWS DE-B1533 DE-739 DE-824 |
| physical | 1 Online-Ressource (XVI, 175 p. 31 illus., 7 illus. in color) |
| psigel | ZDB-2-SLS ZDB-2-SLS_2016 |
| publishDate | 2016 |
| publishDateSearch | 2016 |
| publishDateSort | 2016 |
| publisher | Springer International Publishing |
| record_format | marc |
| series2 | Interdisciplinary Contributions to Archaeology |
| spellingShingle | Uncertainty and Sensitivity Analysis in Archaeological Computational Modeling Social sciences Application software Archaeology Social Sciences Computer Appl. in Social and Behavioral Sciences Archäologie Sozialwissenschaften |
| title | Uncertainty and Sensitivity Analysis in Archaeological Computational Modeling |
| title_auth | Uncertainty and Sensitivity Analysis in Archaeological Computational Modeling |
| title_exact_search | Uncertainty and Sensitivity Analysis in Archaeological Computational Modeling |
| title_full | Uncertainty and Sensitivity Analysis in Archaeological Computational Modeling edited by Marieka Brouwer Burg, Hans Peeters, William A. Lovis |
| title_fullStr | Uncertainty and Sensitivity Analysis in Archaeological Computational Modeling edited by Marieka Brouwer Burg, Hans Peeters, William A. Lovis |
| title_full_unstemmed | Uncertainty and Sensitivity Analysis in Archaeological Computational Modeling edited by Marieka Brouwer Burg, Hans Peeters, William A. Lovis |
| title_short | Uncertainty and Sensitivity Analysis in Archaeological Computational Modeling |
| title_sort | uncertainty and sensitivity analysis in archaeological computational modeling |
| topic | Social sciences Application software Archaeology Social Sciences Computer Appl. in Social and Behavioral Sciences Archäologie Sozialwissenschaften |
| topic_facet | Social sciences Application software Archaeology Social Sciences Computer Appl. in Social and Behavioral Sciences Archäologie Sozialwissenschaften |
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