User modeling for multimedia interfaces: studies in text and graphics understanding
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | German |
| Published: |
Wiesbaden
Dt. Univ.-Verl.
1999
|
| Series: | Studien zur Kognitionswissenschaft
DUV : Kognitionswissenschaft |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Zugl.: Saarbrücken, Univ., Diss., 1998 |
| Physical Description: | XIX, 184 S. Ill., graph. Darst. |
| ISBN: | 382444321X |
Staff View
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Record in the Search Index
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| adam_text | SUSANNE VAN MULKEN USER MODELING FOR MULTIMEDIA INTERFACES STUDIES IN
TEXT AND GRAPHICS UNDERSTANDING MIT EINEM GELEITWORT VON PROF. DR.
WOLFGANG WAHLSTER DUW DEUTSCHERUNIVERSITATSVEFLAG I V _ A /
GABLERVIEWEGWESTDEUTSCHERVERLAG * * CONTENTS FOREWORD V
ACKNOWLEDGMENTS IX 1 INTRODUCTION 1 1.1 MULTIMEDIA DIALOG SYSTEMS 1
.1.2 THE PRESENTATION SYSTEM PPP . . 3 1.3 SOME TERMINOLOGY 5 1.3.1
MEDIA, MODALITIES, AND CODES 5 1.3.2 EFFECTIVENESS AND EFFICIENCY IN
MULTIMEDIA PRESENTATIONS 6 1.4 FOCUS AND GOALS OF THIS THESIS 7 1.5
OVERVIEW OF THE THESIS 9 2 COMPREHENSION IN MULTIMEDIA COMMUNICATION 11
2.1 OPTIMIZATION OF MENTAL MODELS 11 2.2 RELEVANT FACTORS FOR
COMPREHENSION 13 2.3 TWO MODES OF COMPREHENSION 15 2.3.1 AUTOMATIC AND
CONTROLLED PROCESSING . 15 2.3.2 AUTOMATIC AND CONTROLLED COMPREHENSION
16 2.4 COMPREHENSION OF TEXT AND GRAPHICS 17 2.4.1 TEXT COMPREHENSION .
17 2.4.2 GRAPHICS COMPREHENSION 19 2.4.2.1 AUTOMATIC GRAPHICS PROCESSING
19 2.4.2.2 AUTOMATIC VS. CONTROLLED GRAPHICS PROCESSING 23 2.4.3
COMPREHENSION OF MULTIMEDIA PRESENTATIONS 24 2.5 COMPREHENSION OF
TECHNICAL INSTRUCTIONS . . 26 . 2.5.1 MENTAL MODELS IN TECHNICAL
INSTRUCTIONS 26 2.5.2 A CHARACTERIZATION OF TECHNICAL INSTRUCTIONS 26
2.5.3 DECODING PROBLEMS IN TECHNICAL INSTRUCTIONS . 28 2.6 CONCLUSION 30
CONTENTS USER CHARACTERISTICS IN CURRENT PRESENTATION SYSTEMS 31 3.1
INTELLIGENT MULTIMEDIA PRESENTATION SYSTEMS 31 3.2 CONTENT SELECTION AND
ORGANIZATION 33 3.2.1 STEREOTYPES FOR CONTENT SELECTION 33 3.2.2 USER
MODELS FOR CONTENT SELECTION . 34 3.3 MEDIA SELECTION 37 3.4 SUBCODE
SELECTION 39 3.4.1 GENERATE AND TEST FOR SURFACE GENERATION 39 3.4.2
ANTICIPATION FEEDBACK FOR SURFACE GENERATION 41 3.4.3 COGNITIVE MODELS
FOR SURFACE GENERATION 44 3.4.4 USER MODELS FOR SURFACE GENERATION 45
3.5 GENERATION OF REFERRING EXPRESSIONS 46 3.6 LAYOUT 49 3.7 CONCLUSION
-. 49 USER MODELING: REPRESENTATION AND INFERENCE 51 4.1 PURPOSE AND
TERMINOLOGY 51 4.2 DIMENSIONS OF USER MODELING 53 GENERIC VS. INDIVIDUAL
53 STATIC VS. DYNAMIC 54 EXPLICIT VS. IMPLICIT ACQUISITION 54 4.3 THE
CONTENTS OF THE USER MODEL 55 4.4 ACQUISITION OF USER MODELS 56 4.5
EXPLOITATION OF USER MODELS 57 4.5.1 STEREOTYPES 57 4.5.2 CORRECTION OF
MISCONCEPTIONS 58 4.5.3 ANTICIPATION FEEDBACK * * 59 4.6 REPRESENTATION
AND INFERENCE 62 4.6.1 USER MODELING WITH FUZZY LOGIC 63 4.6.2 USER
MODELING WITH DEMPSTER-SHAFER THEORY 66 4.6.3 USER MODELING WITH
BAYESIAN NETWORKS 67 4.6.4 DISCUSSION OF THE REPRESENTATION FORMALISMS
69 4.7 CONCLUSION . 70 MODELING DECODING PROBLEMS 73 5.1 REPRESENTATION
OF INFERENCES IN PPP . . . 73 5.2 PARTIAL EVALUATIONS OF DISPLAYS 77
5.2.1 AMBIGUITY IN THE MEANING OF SYMBOLS . * 77 5.2.1.1 RELEVANT
RESEARCH FINDINGS 78 CONTENTS XIII 5.2.1.2 POSTULATED MODEL 79
PREDICTION 83 INTERPRETATION (. :... 83 5.2.1.3 TAKING CONTEXT INTO
ACCOUNT 84 5.2.1.4 APPLICABILITY OF THE MODEL . 85 5.2.1.5 DISCUSSION
OF THE POSTULATED MODEL 86 UNCERTAINTY ABOUT FREQUENCIES 86 OBJECTIVE
VS. SUBJECTIVE FREQUENCIES 86 5.2.2 UNDERSTANDING REFERRING EXPRESSIONS
88 5.2.2.1 RELEVANT RESEARCH FINDINGS 90 5.2.2.2 POSTULATED MODEL 90
PREDICTION * 92 INTERPRETATION . : 92 5.2.2.3 DISCUSSION OF THE
POSTULATED MODEL 93 5.2.3 LOCATING INFORMATION . : 93 5.2.3.1 RELEVANT
RESEARCH FINDINGS 94 5.2.3.2 POSTULATED MODEL 94 5.2.4 IDENTIFYING WORLD
REFERENTS 96 5.2.4.1 POSTULATED MODEL 96 5.2.5 TAKING RECENCY INTO
ACCOUNT * 97 5.2.5.1 RELEVANT RESEARCH FINDINGS 97 5.2.5.2 POSTULATED
MODEL 97 .5.2.5.3 DISCUSSION OF THE POSTULATED MODEL 99 5.2.6 THE SPEED
OF WS INFERENCES 99 5.2.6.1 RELEVANT RESEARCH FINDINGS 99 5.2.6.2
POSTULATED MODEL . . . : . . . . 100 5.2.6.3 DISCUSSION OF THE
POSTULATED MODEL 101 5.2.7 TAKING INTO ACCOUNT A PRIORI EVIDENCE . . 101
5.2.7.1 STRATEGY FOR CONSIDERING A PRIORI EVIDENCE ABOUT U . . . 102 5.3
OVERALL EVALUATION .OF. DISPLAYS 103 5.3.1 INTERACTIONS BETWEEN DOCUMENT
PARTS 103 5.3.1.1 STRATEGY FOR REASONING ABOUT THE DECODABILITY OF A
COM- PLETE DISPLAY 104 5.3.1.2 DISCUSSION OF THE STRATEGY * . . 107 5.4
FEEDBACK TO PPP 107 5.4.1 DIAGNOSIS OF PROBLEMS 107 5.4.2 STRATEGY FOR
MAKING RECOMMENDATIONS 108 5.4.3 DISCUSSION OF THE STRATEGY . 109 5.5
IMPLEMENTATION ; . . . 110 XIV CONTENTS 5.6 CONCLUSION 112 6 EMPIRICAL
STUDIES R 113 6.1 EXPERIMENT I: OBJECT IDENTIFICATION 113 6.1.1
INTRODUCTION 113 6.1.2 HYPOTHESES 114 6.1.3 METHOD 115 6.1.3.1 SUBJECTS
AND DESIGN 115 6.1.3.2 MATERIALS 115 OPERATIONALIZATION OF INDEPENDENT
VARIABLES 116 APPARATUS 119 6.1.3.3 PROCEDURE 119 6.1.4 RESULTS 121
CORRECT RESPONSES . 122 CORRECT RESPONSE LATENCY 124 6.1.5 DISCUSSION
125 CORRECT RESPONSES 125 CONSEQUENCE FOR THE POSTULATED MODEL 126
LATENCY OF A CORRECT RESPONSE 126 CONSEQUENCE FOR THE POSTULATED MODEL
127 6.2 EXPERIMENT II: MEANING DECODING 128 HYPOTHESES 128 6.2.1 METHOD
129 6.2.1.1 SUBJECTS AND DESIGN 129 6.2.1.2 MATERIALS 130
OPERATIONALIZATION OF INDEPENDENT VARIABLES 133 APPARATUS 134 6.2.1.3
PROCEDURE . 134 6.2.2 RESULTS 135 6.2.3 DISCUSSION : . : 137 CONSEQUENCE
FOR THE POSTULATED MODEL 139 6.3 CONCLUSION 139 7 ACHIEVEMENTS AND
FUTURE WORK 141 7.1 SCIENTIFIC CONTRIBUTIONS 141 7.2 LIMITATIONS :.-..*
144 7.2.1 PRECISION OF LIKELIHOOD MATRICES 144 7.2.2 EVALUATION OF
PEDRO S PRACTICAL USE 144 7.3 POSSIBLE EXTENSIONS 144 CONTENTS XV 7.3.1
INTERPRETATION OF MULTIMEDIA OUTPUT 144 7.3.2 OTHER MEDIA 145 7.3.3
MOTIVATION AND INTERESTS 145 7.3.4 OTHER COGNITIVE RESOURCES 145 7.3.5
SOPHISTICATED RECOMMENDATIONS 146 7.3.6 LEARNING BAYESIAN NETWORKS FROM
DATA 146 7.4 APPLICATION IN FUTURE PRESENTATION SYSTEMS 146 A BAYESIAN
NETWORKS: BELIEF UPDATE AND BELIEF PROPAGATION 149 A.I BELIEF UPDATE 150
A.2 BELIEF PROPAGATION 152 A.2.1 UPWARD PROPAGATION 152 A.2.2 DOWNWARD
PROPAGATION 153 B EXAMPLE NETWORK 155 C INSTRUCTIONS USED IN THE
EXPERIMENTS 157 C.I EXPERIMENT I 157 C.2 EXPERIMENT II 159 D MATERIALS
USED IN THE EXPERIMENTS. 161 D.I EXPERIMENT I 161 D.2 EXPERIMENT II 163
E SCATTERPLOTS OF CORRELATIONS 165 REFERENCES 169
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| spelling | Mulken, Susanne van Verfasser aut User modeling for multimedia interfaces studies in text and graphics understanding Susanne van Mulken Wiesbaden Dt. Univ.-Verl. 1999 XIX, 184 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Studien zur Kognitionswissenschaft DUV : Kognitionswissenschaft Zugl.: Saarbrücken, Univ., Diss., 1998 Benutzermodell (DE-588)4343329-7 gnd rswk-swf Benutzeroberfläche (DE-588)4131424-4 gnd rswk-swf Dialogsystem (DE-588)4131632-0 gnd rswk-swf Multimedia (DE-588)4192358-3 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Benutzeroberfläche (DE-588)4131424-4 s Multimedia (DE-588)4192358-3 s DE-604 Dialogsystem (DE-588)4131632-0 s Benutzermodell (DE-588)4343329-7 s GBV Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008427939&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Mulken, Susanne van User modeling for multimedia interfaces studies in text and graphics understanding Benutzermodell (DE-588)4343329-7 gnd Benutzeroberfläche (DE-588)4131424-4 gnd Dialogsystem (DE-588)4131632-0 gnd Multimedia (DE-588)4192358-3 gnd |
| subject_GND | (DE-588)4343329-7 (DE-588)4131424-4 (DE-588)4131632-0 (DE-588)4192358-3 (DE-588)4113937-9 |
| title | User modeling for multimedia interfaces studies in text and graphics understanding |
| title_auth | User modeling for multimedia interfaces studies in text and graphics understanding |
| title_exact_search | User modeling for multimedia interfaces studies in text and graphics understanding |
| title_full | User modeling for multimedia interfaces studies in text and graphics understanding Susanne van Mulken |
| title_fullStr | User modeling for multimedia interfaces studies in text and graphics understanding Susanne van Mulken |
| title_full_unstemmed | User modeling for multimedia interfaces studies in text and graphics understanding Susanne van Mulken |
| title_short | User modeling for multimedia interfaces |
| title_sort | user modeling for multimedia interfaces studies in text and graphics understanding |
| title_sub | studies in text and graphics understanding |
| topic | Benutzermodell (DE-588)4343329-7 gnd Benutzeroberfläche (DE-588)4131424-4 gnd Dialogsystem (DE-588)4131632-0 gnd Multimedia (DE-588)4192358-3 gnd |
| topic_facet | Benutzermodell Benutzeroberfläche Dialogsystem Multimedia Hochschulschrift |
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