Search interaction optimization: a human-centered design approach
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Abschlussarbeit Buch |
| Sprache: | English |
| Veröffentlicht: |
Chemnitz
Universitätsverlag Chemnitz
2016
|
| Schriftenreihe: | Doctoral dissertations in web engineering and web science
volume 2 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis Inhaltsverzeichnis |
| Beschreibung: | xxviii, 196 Seiten Illustrationen 22 cm |
| ISBN: | 9783944640990 3944640993 |
Internformat
MARC
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| 100 | 1 | |a Speicher, Maximilian |d 1987- |e Verfasser |0 (DE-588)1119932629 |4 aut | |
| 245 | 1 | 0 | |a Search interaction optimization |b a human-centered design approach |c Maximilian Speicher |
| 246 | 1 | 3 | |a SIO |
| 264 | 1 | |a Chemnitz |b Universitätsverlag Chemnitz |c 2016 | |
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| 653 | |a Benutzbarkeit | ||
| 653 | |a Funktionalität | ||
| 653 | |a Gebrauchstauglichkeit | ||
| 653 | |a Mensch-Maschine-Interaktion | ||
| 653 | |a Mensch-Maschine-Kommunikation | ||
| 653 | |a Nutzerinteraktionen | ||
| 653 | |a Nutzerzentriertes Design | ||
| 653 | |a Relevanz | ||
| 653 | |a Software-Ergonomie | ||
| 653 | |a Suchergebnisse | ||
| 653 | |a Suchmaschine | ||
| 653 | |a Web-Schnittstellen | ||
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Datensatz im Suchindex
| _version_ | 1804177478567067648 |
|---|---|
| adam_text | CONTENTS
1 INTRODUCTION 1
1.1 M O TIV ATIO N
.............................................................................................................
4
1.2 CONTEXT OF THIS T H E S IS
...........................................................................................
8
1.3 C H A LLE N G
ES.............................................................................................................
9
1.4 CONTRIBUTIONS. . .
.
................................................................................................
11
1.5 THESIS S TRU C TU RE
....................................................................................................
14
2 PROBLEM STATEMENT 17
2.1 IN TRO D U C TIO N
..........................................................................................................
17
2.2 P E R S O N A S
.................................................................................................................
18
2.2.1 THE S E A R C H E R
...........................................................................................
18
2.2.2 THE
DEVELOPER...........................................................................................
19
2.3 S
CENARIOS.................................................................................................................
19
2.3.1 SCENARIO #1: TRACKING IN TE RA C TIO N
S..................................................... 19
2.3.2 SCENARIO #2: SPLIT T E S TIN G
..................................................................... 20
2.3.3 SCENARIO #3: ANALYZING INTERACTIONS
.................................................. 21
2.3.4 SCENARIO #4: RESULT
RELEVANCE...............................................................
22
2.4 SUM M ARY
..................
23
3 PROPOSED SOLUTION: SEARCH INTERACTION OPTIMIZATION 25
3.1 IN TRO D U C TIO N
..........................................................................................................
25
3.2 WEB IN TERFA CE
S.......................................................................................................
26
3.3 U S A B ILITY
.................................................................................................................
26
3.3.1 A DEFINITION OF U S A B ILITY
........................................................................
26
3.3.2 USABILITY VS. USER
EXPERIENCE..................................................................
27
3.3.3 USABILITY VS. R
ELEVANCE...........................................................................
28
3.4 SOLUTION C
ONCEPT....................................................................................................
29
3.4.1 POINT OF DEPARTURE
.................................................................................
29
3.4.2 THE SEARCH INTERACTION OPTIMIZATION T O O LK
IT...................................... 30
3.4.3 SEARCH INTERACTION OPTIMIZATION AS A M E TH O D O LO G Y
..........................
31
3.4.4 RELATION TO EVIDENCE-BASED C O M P U TIN G
............................................... 34
3.5 S UM M
ARY.................................................................................................................
37
4 INUIT: THE INTERFACE USABILITY INSTRUMENT 39
4.1 IN TRO D U C TIO N
..........................................................................................................
39
4.2 STATE OF THE A R
T.......................................................................................................
40
4.3 ASSESSMENT OF STATUS QUO IN INDUSTRY C ONTEXT
..................................................
42
4.4 ITEMS OF I
N U I T
.......................................................................................................
43
4.5 1ST ITERATION: GUIDELINE REVIEWS
........................................................................
44
4.6 2ND ITERATION: EXPERT INTERVIEW
S...........................................................................
46
4.7 CONFIRMATORY FACTOR A N ALY
SIS..............................................................................
48
4.7.1 METHOD
....................................................................................................
48
4.7.2 R
ESULTS.......................................................................................................
49
4.7.3 DEMO
.......................................................................................................
49
4.8 I
NUIT
AS A PART OF THE 810
TOOLKIT........................................................................
49
4.9 DISCUSSION & S U M M A RY
........................................................................................
49
5 USABILITY-BASED SPLIT TESTING 53
5.1 IN TRO D U C TIO N
..........................................................................................................
53
5.2 STATE OF THE A R
T.......................................................................................................
54
5.2.1 USER INTERACTION A
NALYSIS........................................................................
54
5.2.2 WEBSITE C HECKING
....................................................................................
55
5.2.3 A/B T E S TIN G
..............................................................................................
56
5.2.4 METRICS-BASED APPROACHES TO USABILITY E V ALU ATIO N
............................
56
5.2.5 WEBSITE A NALYTICS
....................................................................................
57
5.3 ASSESSMENT OF STATUS QUO IN INDUSTRY C ONTEXT
..................................................
59
5.4 MOTIVATING USER S TU D Y
...........................................................................................
61
5.4.1 METHOD
....................................................................................................
62
5.4.2 R
ESULTS.......................................................................................................
64
5.4.3 IM
PLICATIONS..............................................................................................
65
5.5 PROPOSAL FOR USABILITY-BASED SPLIT T E S TIN G
........................................................
66
5.5.1 COMPONENT-BASED INTERACTION T RACK IN G
...............................................
66
5.5.2 INTERACTION-BASED HEURISTIC RULES FOR USABILITY E VALUATION
.................
67
5.5.3 LEVERAGING USABILITY M O D E
LS.................................................................. 67
5.6 WAPPU: WAS THAT PAGE PLEASANT TO U S E ?
............................................................ 68
5.6.1 INTERACTION T RA C K IN G
..............................................................................
69
5.6.2 USABILITY J U D G M E N TS
..............................................................................
71
5.6.3 CONTEXT-AWARENESS
.................................................................................
71
5.6.4 THE WAPPU D
ASHBOARD...........................................................................
72
5.7 D ISC U SSIO N
.............................................................................................................
73
5.8 WAPPU AS A PART OF THE SIO T
OOLKIT.....................................................................
73
5.9 S UM M
ARY................................................................................................................
75
6 S.O.S.: THE SERF OPTIMIZATION SUITE 77
6.1 IN TRO D U C TIO N
..........................................................................................................
77
6.2 STATE OF THE A R
T.......................................................................................................
78
6.3 LIMITATIONS OF W AP P U
...........................................................................................
81
6.4 BEST PRACTICES FOR SERP U
SABILITY........................................................................
82
6.4.1 *FIND* P H A S E
..............................................................................................
82
6.4.2 *FIX* P H A S E
.................................................................................................
85
6.4.3 VERIFY PHASE
...........................................................................................
85
6.5 THE SERP OPTIMIZATION S U ITE
..............................................................................
86
6.5.1 THE FINAL CATALOG OF BEST P RA C TIC E S
.....................................................
86
6.5.2 EXTENDING WAPPU WITH THE C A TA LO G
.....................................................
91
6.6 D ISC U SSIO N
.............................................................................................................
91
6.7 S.O.S. AS A PART OF THE SIO TOOLKIT
..................................................................... 93
6.8 S UM M
ARY.................................................................................................................
94
7 FROM TMR TO TURTLE: PREDICTING RESULT RELEVANCE FROM MOUSE CURSOR
INTER
ACTIONS IN WEB SEARCH 95
7.1 IN TRO D U C TIO N
..........................................................................................................
96
7.2 STATE OF THE A R
T.......................................................................................................
98
7.2.1
EVALUATION.................................................................................................
98
7.2.2 O P TIM IZ A TIO N
..............................................................................................
100
7.3 ASSESSMENT OF STATUS QUO IN INDUSTRY C
ONTEXT......................................................102
7.4 TELLMYRELEVANCE! FROM USER INTERACTIONS TO RELEVANCE M O D E LS
.......................104
7.4.1 USER INTERACTION
TRACKING............................................................................104
7.4.2 RAW DATA P
ROCESSING..................................................................................105
7.4.3 MOUSE FEATURE EXTRACTION
........................................................................
106
7.4.4 RELEVANCE MODEL G
ENERATION.....................................................................
108
7.4.5 INITIAL E V ALU ATIO N
........................................................................................108
7.4.6 D
ISCUSSION.....................................................................................................I
L L
7.5 STREAMMYRELEVANCE! STREAMING INTERACTION DATA FOR LEARNING RELEVANCE
M O D E LS
.......................................................................................................................
112
7.5.1 CLIENT-SIDE INTERACTION T
RACKING...............................................................
114
7.5.2
PREPROCESSOR.................................................................................................
115
7.5.3 INTERACTION FEATURES
PROCESSOR..................................................................
116
7.5.4 CLASSIFICATION
PROCESSOR...............................................................................117
7.5.5 D
ISCUSSION....................................................................................................
120
7.6 TMR & SMR AS A PART OF THE SIO T
OOLKIT...............................................................
122
7.7 SUM M
ARY....................................................................................................................123
8 EVALUATION 125
8.1 IN TRO D U C TIO N
..............................................................................................................125
8.2 FRONT E N D
....................................................................................................................126
8.2.1 METHOD
.......................................................................................................
126
8.2.2 ASSESSMENT OF ORIGINAL SERF
.....................................................................
127
8.2.3
REDESIGN........................................................................................................128
8.2.4 ASSESSMENT OF NEW
SERF............................................................................131
8.2.5 SECONDARY C
ONTEXTS.....................................................................................
131
8.2.6 USABILITY MODELS LEARNED BY WAPPU
......................................................132
8.2.7 KEY FINDINGS OF THE USER STUDY
............................................................... 134
8.2.8 D
ISCUSSION....................................................................................................
136
8.3 BACK E N D
....................................................................................................................136
8.3.1 EFFECTIVENESS
..............................................................................................
137
8.3.2 EFFICIENCY, SCALABILITY AND R
OBUSTNESS......................................................143
8.3.3 D
ISCUSSION....................................................................................................
144
8.4 MINOR C
ONTRIBUTIONS.................................................................................................
146
8.5 SUM M
ARY....................................................................................................................
147
9 CONCLUSIONS 149
9.1 O VERVIEW
....................................................................................................................
149
9.2 OUR TOOLKIT AS AN IMPLEMENTATION OF THE SEARCH INTERACTION
OPTIMIZATION
M
ETHODOLOGY..............................................................................................................
151
9.3
CONTRIBUTIONS..............................................................................................................153
9.4 D ISC U SSIO N
.................................................................................................................
154
9.5 OUTLOOK
156
BIBLIOGRAPHY 159
APPENDICES 171
A INUIT: THE INTERFACE USABILITY INSTRUMENT 173
A.L GUIDELINE R EVIEW
S....................................................................................................173
A. 2 EXPERT INTERVIEWS
....................................................................................................176
B USABILITY-BASED SPLIT TESTING 177
B. L NOTEWORTHY C O RRE LA TIO N
S.......................................................................................
177
C S.O.S.: THE SERF OPTIMIZATION SUITE 181
C. L SERF R E V IE W S
......................................................................................................
181
D FROM TMR TO TURTLE: PREDICTING RESULT RELEVANCE FROM MOUSE CURSOR
INTER
ACTIONS IN WEB SEARCH 185
D. L INITIAL EVALUATION OF TELLMYRELEVANCE!
.................................................................
185
D. 2 STREAMMYRELEVANCE! A LG O RITH M
...........................................................................187
D.2.1 CLIENT-SIDE INTERACTION T
RACKING.................................................................187
D.2.2
PREPROCESSOR...................................................................................................188
D.2.3 INTERACTION FEATURES P
ROCESSOR....................................................................189
D. 2.4 CLASSIFICATION PROCESSOR
.........................................................................
190
E EVALUATION 191
E. L FRONT E N D
...................................................................................................................
192
E. 1.1 INSTRUCTIONS (G E RM A N )
.........................................................................
192
E .L.2 DEMOGRAPHIC QUESTIONS (GERMAN)
..........................................................
193
E .L.3 RESULTS OF FEATURE SELECTION P RO CESS
..........................................................
194
E.2 BACK E N D
...................................................................................................................
196
|
| any_adam_object | 1 |
| author | Speicher, Maximilian 1987- |
| author_GND | (DE-588)1119932629 |
| author_facet | Speicher, Maximilian 1987- |
| author_role | aut |
| author_sort | Speicher, Maximilian 1987- |
| author_variant | m s ms |
| building | Verbundindex |
| bvnumber | BV044285114 |
| classification_rvk | ST 252 |
| ctrlnum | (OCoLC)962374578 (DE-599)DNB1117484890 |
| dewey-full | 004.019 025.04252019 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 004 - Computer science 025 - Operations of libraries and archives |
| dewey-raw | 004.019 025.04252019 |
| dewey-search | 004.019 025.04252019 |
| dewey-sort | 14.019 |
| dewey-tens | 000 - Computer science, information, general works 020 - Library and information sciences |
| discipline | Allgemeines Informatik Wirtschaftswissenschaften |
| format | Thesis Book |
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| genre | (DE-588)4113937-9 Hochschulschrift gnd-content |
| genre_facet | Hochschulschrift |
| id | DE-604.BV044285114 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T07:48:43Z |
| institution | BVB |
| institution_GND | (DE-588)5032023-3 |
| isbn | 9783944640990 3944640993 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-029689382 |
| oclc_num | 962374578 |
| open_access_boolean | |
| owner | DE-12 DE-573 |
| owner_facet | DE-12 DE-573 |
| physical | xxviii, 196 Seiten Illustrationen 22 cm |
| publishDate | 2016 |
| publishDateSearch | 2016 |
| publishDateSort | 2016 |
| publisher | Universitätsverlag Chemnitz |
| record_format | marc |
| series | Doctoral dissertations in web engineering and web science |
| series2 | Doctoral dissertations in web engineering and web science |
| spelling | Speicher, Maximilian 1987- Verfasser (DE-588)1119932629 aut Search interaction optimization a human-centered design approach Maximilian Speicher SIO Chemnitz Universitätsverlag Chemnitz 2016 xxviii, 196 Seiten Illustrationen 22 cm txt rdacontent n rdamedia nc rdacarrier Doctoral dissertations in web engineering and web science volume 2 Dissertation Technische Universität Chemnitz 2016 Web-Seite (DE-588)4356308-9 gnd rswk-swf Ranking (DE-588)4307945-3 gnd rswk-swf Benutzerfreundlichkeit (DE-588)4005541-3 gnd rswk-swf Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd rswk-swf Funktionalität (DE-588)7707222-4 gnd rswk-swf Suchmaschine (DE-588)4423007-2 gnd rswk-swf Benutzeroberfläche (DE-588)4131424-4 gnd rswk-swf Suchmaschinenoptimierung (DE-588)1026698669 gnd rswk-swf Relevanz-Feedback (DE-588)4705888-2 gnd rswk-swf Benutzbarkeit Funktionalität Gebrauchstauglichkeit Mensch-Maschine-Interaktion Mensch-Maschine-Kommunikation Nutzerinteraktionen Nutzerzentriertes Design Relevanz Software-Ergonomie Suchergebnisse Suchmaschine Web-Schnittstellen (DE-588)4113937-9 Hochschulschrift gnd-content Mensch-Maschine-Kommunikation (DE-588)4125909-9 s Suchmaschine (DE-588)4423007-2 s Funktionalität (DE-588)7707222-4 s Benutzerfreundlichkeit (DE-588)4005541-3 s Relevanz-Feedback (DE-588)4705888-2 s Suchmaschinenoptimierung (DE-588)1026698669 s Ranking (DE-588)4307945-3 s Web-Seite (DE-588)4356308-9 s Benutzeroberfläche (DE-588)4131424-4 s DE-604 Universitätsbibliothek (Chemnitz) (DE-588)5032023-3 pbl Doctoral dissertations in web engineering and web science volume 2 (DE-604)BV044405383 2 B:DE-101 application/pdf http://d-nb.info/1117484890/04 Inhaltsverzeichnis DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029689382&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Speicher, Maximilian 1987- Search interaction optimization a human-centered design approach Doctoral dissertations in web engineering and web science Web-Seite (DE-588)4356308-9 gnd Ranking (DE-588)4307945-3 gnd Benutzerfreundlichkeit (DE-588)4005541-3 gnd Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd Funktionalität (DE-588)7707222-4 gnd Suchmaschine (DE-588)4423007-2 gnd Benutzeroberfläche (DE-588)4131424-4 gnd Suchmaschinenoptimierung (DE-588)1026698669 gnd Relevanz-Feedback (DE-588)4705888-2 gnd |
| subject_GND | (DE-588)4356308-9 (DE-588)4307945-3 (DE-588)4005541-3 (DE-588)4125909-9 (DE-588)7707222-4 (DE-588)4423007-2 (DE-588)4131424-4 (DE-588)1026698669 (DE-588)4705888-2 (DE-588)4113937-9 |
| title | Search interaction optimization a human-centered design approach |
| title_alt | SIO |
| title_auth | Search interaction optimization a human-centered design approach |
| title_exact_search | Search interaction optimization a human-centered design approach |
| title_full | Search interaction optimization a human-centered design approach Maximilian Speicher |
| title_fullStr | Search interaction optimization a human-centered design approach Maximilian Speicher |
| title_full_unstemmed | Search interaction optimization a human-centered design approach Maximilian Speicher |
| title_short | Search interaction optimization |
| title_sort | search interaction optimization a human centered design approach |
| title_sub | a human-centered design approach |
| topic | Web-Seite (DE-588)4356308-9 gnd Ranking (DE-588)4307945-3 gnd Benutzerfreundlichkeit (DE-588)4005541-3 gnd Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd Funktionalität (DE-588)7707222-4 gnd Suchmaschine (DE-588)4423007-2 gnd Benutzeroberfläche (DE-588)4131424-4 gnd Suchmaschinenoptimierung (DE-588)1026698669 gnd Relevanz-Feedback (DE-588)4705888-2 gnd |
| topic_facet | Web-Seite Ranking Benutzerfreundlichkeit Mensch-Maschine-Kommunikation Funktionalität Suchmaschine Benutzeroberfläche Suchmaschinenoptimierung Relevanz-Feedback Hochschulschrift |
| url | http://d-nb.info/1117484890/04 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029689382&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV044405383 |
| work_keys_str_mv | AT speichermaximilian searchinteractionoptimizationahumancentereddesignapproach AT universitatsbibliothekchemnitz searchinteractionoptimizationahumancentereddesignapproach AT speichermaximilian sio AT universitatsbibliothekchemnitz sio |
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