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Universal Access in the Information Society
Erschienen in: Universal Access in the Information Society 3/2006

01.03.2006 | LONG PAPER

Individual differences and behavioral metrics involved in modeling web navigation

verfasst von: Ion Juvina, Herre van Oostendorp

Erschienen in: Universal Access in the Information Society | Ausgabe 3/2006

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Abstract

This paper presents an empirical study aiming at investigating individual differences and behavioral metrics involved in modeling web navigation. Factors that have an influence on web navigation behavior were identified with the aid of task analysis, and their relevance in predicting task outcomes (performance, satisfaction, perceived disorientation) was tested with the aid of multiple regression analysis. Several types of navigation metrics were calculated based on web logging data and used as indicators of user characteristics and task outcomes. Results show that spatial-semantic cognitive mechanisms seem to be crucial in adequately performing web navigation tasks. The fact that user characteristics and task outcomes can be estimated with reasonable accuracy based on navigation metrics suggests the possibility of building adaptive navigation support in web applications.
Vorheriger Artikel Motion does matter: an examination of speech-based text entry on the move
Nächster Artikel An approach to usability evaluation of e-learning applications

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Literatur
1.
Lazar J (2003) The World Wide Web. In: Jacko J, Sears A (eds) The human-computer interaction handbook: fundamentals, evolving technologies and emerging applications. Lawrence Erlbaum, Mahwah, pp 714–730
2.
Ivory M, Hearst M (2001) State of the art in automating usability evaluation of user interfaces. ACM Comput Surveys 33(4):1–47CrossRef
3.
Conklin J (1987) Hypertext: an introduction and survey. IEEE Comput Mag 20(9):17–41
4.
Eveland WP Jr, Dunwoody S (1998) Users and navigation patterns of a science World Wide Web site for the public. Public Understand Sci 7:285–311CrossRef
5.
MacGregor S (1999) Hypermedia navigation profiles: cognitive characteristics and information processing strategies. J Educ Comput Res 20(2):189–206CrossRef
6.
Draper SW (1999) Supporting use, learning, and education. J comput documen 23(2):19–24MathSciNet
7.
Chen C (2001) Individual differences in a spatial-semantic virtual environment. J Am Soc Inform Sci 51(6):529–542CrossRef
8.
Stanney KM, Salvendy G (1995) Information visualization; assisting low spatial individuals with information access tasks through the use of visual mediators. Ergonomics 38(6):1184–1198CrossRef
9.
Westerman SJ (1995) Computerized information retrieval: individual differences in the use of spatial vs nonspatial navigational information. Perceptual Motor Skills 81:771–786
10.
Sjolinder M (1998) Individual differences in spatial cognition and hypermedia navigation. In: Towards a framework for design and evaluation of navigation in electronic spaces. Swedish Institute of Computer Science
11.
Neerincx MA, Pemberton S, Lindenberg J (1999) U-WISH Web usability: methods, guidelines and support interfaces. TNO Human Factors Research Institute, Soesterberg
12.
13.
Byrne MD (2003) Cognitive Architecture. In: Jacko J, Sears A (eds) The human-computer interaction handbook: Fundamentals, evolving technologies and emerging applications. Lawrence Erlbaum, Mahwah, pp 97–117
14.
Card SK, Pirolli P, Van Der Wege M, Morrison JB, Reeder RW, Schraedley PK, Boshart J (2001) Information scent as a driver of web behavior graphs: results of a protocol analysis method for web usability. SIGCHI’01. ACM Seattle
15.
Kieras DE, Meyer DE (1997) An overview of the EPIC architecture for cognition and performance with application to human-computer interaction. Hum Comput Interact 12:391–438CrossRef
16.
Kitajima M, Blackmon MH, Polson PG (2000) A comprehension-based model of web navigation and its application to web usability analysis, in people and computers XIV. Springer, Berlin Heidelberg New York, pp 357–373
17.
Landauer TK, Foltz PW, Laham D (1998) Introduction to latent semantic analysis. Discourse Process 25:259–284CrossRef
18.
Blackmon MH et al (2002) Cognitive walkthrough for the Web. In: CHI 2002. ACM, Minneapolis
19.
Jameson A (2003) Adaptive interfaces and agents. In: Jacko J, Sears A (eds) The human-computer interaction handbook: fundamentals, evolving technologies and emerging applications. Lawrence Erlbaum, Mahwah, pp 305–330
20.
Morrison JB, Pirolli P, Card SK (2000) A taxonomic analysis of what World Wide Web activities significantly impact people’s decisions and actions. UIR Technical report UIR-R-2000–17, Xerox PARC
21.
Pirolli P, Card SK (1999) Information foraging. Psychological Rev 106(4):643–675CrossRef
22.
ISO 9241 - 11 Ergonomic requirements for office work with VDT’s—guidance on usability
23.
Reason J (1990) Human error. Cambridge university press, Cambridge
24.
van Oostendorp H, Walbeehm BJ (1995) Towards modelling exploratory learning in the context of direct manipulation interfaces. Interact Comput 7(1):3–24CrossRef
25.
Herder E, Van Dijk B (2004) Site structure and user navigation: models, measures and methods. In: Chen SY, Magoulas GD (eds) Adaptable and Adaptive Hypermedia Systems. Idea Group Publishing, pp 19–34
26.
Botafogo RA, Rivlin E, Shneiderman B (1992) Structural analysis of hypertexts: identifying hierarchies and useful metrics. ACM Trans Inform Syst 10(2):142–180CrossRef
27.
Hilgard ER (1980) The trilogy of mind: Cognition, affection, and conation. J Histo Behav Sci 16:107–117CrossRef
28.
Atman KS (1982) The conation phenomenon. University of Pittsburgh School of Education, Pittsburgh
29.
Hershberger WAE (1989) Volitional action: conation and control. Advances in Psychology, vol 62. Elsevier Science, Amsterdam
30.
Wechsler D (1950) Cognitive, conative, and non-intellective intelligence. Am Psychol 5:78–83CrossRef
31.
Emmons R (1986) Personal strivings: an approach to personality and subjective well-being. J Personal Soc Psychol 51:1058–1068CrossRef
32.
Mischel W (1996) From good intentions to willpower. In: Gollwitzer P, Bargh J (eds) The psychology of action. Guilford press, New York, pp 197–218
33.
Huitt W (1999) Conation as an important factor of mind. Educational Psychology Interactive. Valdosta State University, Valdosta
34.
Linderholm T (2002) Predictive inference generation as a function of working memory capacity and causal text constraints. Discour Process 34(3):259–280CrossRef
35.
Pettijohn T (2002) Locus of control scale. Web Survey
36.
37.
Egger FN (2003) From interactions to tranzactions: designing the trust experience for business-to-consumer electronic commerce. Technische Universiteit Eindhoven, Eindhoven
38.
Miron EAM (2003) Analyzing the role of students’ goal orientation during their interaction with an ILE. In: HCT2003—the 7th human centred technology postgraduate workshop. HCT, Falmer, Brighton
39.
Compeau DR, Higgins CA (1995) Computer self-efficacy: Development of a measure and initial test. MIS Quart 19(2):189CrossRef
40.
41.
42.
Ahuja JS, Webster J (2001) Perceived disorientation: an examination of a new measure to assess web design effectiveness. Interact Comput 14(1):15–29CrossRef
43.
44.
Cockburn A, McKenzie B (2001) What do web users do? An empirical analysis of web use. Int J Hum Comput Stud 54(6):903–922MATHCrossRef
45.
Rouet JF, Ros C, Jegou G, Metta S (2003) Locating relevant categories in web menues: effects of menu structure, aging and task complexity, in human-centred computing. Cognitive, Social and Ergonomic Aspects. In: Harris D, Duffy V, Smith M, Stephanidis C (eds) HCI International 2003—Conference Proceedings. Crete, Greece, Lawrence Erlbaum Associates, Publishers, Mahwah, pp 547–551
46.
Juvina I, van Oostendorp H (2003) Human Factors in web-assisted personal finance. Human-centred computing. Cognitive, social and ergonomic aspects. In: Harris D, Duffy V, Smith M, Stephanidis C (eds) HCI International 2003—Conference Proceedings. Crete, Greece. Lawrence Erlbaum Associates Publishers, Mahwah, 3:477–481
47.
Takeishi A (2001) Bridging inter- and intra-firm boundaries: management of supplier involvement in automobile product development. Strategic Manage J 22(5):03–433CrossRef
48.
Tucker P, Warr P (1996) Intelligence, elementary cognitive components, and cognitive styles as predictors of complex task performance. Personal Individual Differences 21(1):91–102CrossRef
Metadaten
Titel
Individual differences and behavioral metrics involved in modeling web navigation
verfasst von
Ion Juvina
Herre van Oostendorp
Publikationsdatum
01.03.2006
Verlag
Springer-Verlag
Erschienen in
Universal Access in the Information Society / Ausgabe 3/2006
Print ISSN: 1615-5289
Elektronische ISSN: 1615-5297
DOI
https://doi.org/10.1007/s10209-005-0007-7

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