NDLI: Formalising human mental workload as non-monotonic concept for adaptive and personalised web-design

Please wait, while we are loading the content...

Personalized network updates: increasing social interactions and contributions in social networks

Adapting performance feedback to a learner's conscientiousness

Improving matrix factorization techniques of student test data with partial order constraints

Realistic simulation of museum visitors' movements as a tool for assessing sensor-based user models

A multi-faceted user model for twitter

Evaluating an implementation of an adaptive game-based learning architecture

GECKOmmender: personalised theme and tour recommendations for museums

Evaluating rating scales personality

Towards a generic model for user assistance

Property-based interest propagation in ontology-based user model

Automating the modeling of learners' erroneous behaviors in model-tracing tutors

Resolving data sparsity and cold start in recommender systems

EEG estimates of engagement and cognitive workload predict math problem solving outcomes

Using touch as a predictor of effort: what the ipad can tell us about user affective state

Data mining for adding adaptive interventions to exploratory and open-ended environments

Preference relation based matrix factorization for recommender systems

Domain ranking for cross domain collaborative filtering

Formalising human mental workload as non-monotonic concept for adaptive and personalised web-design

A framework for modeling trustworthiness of users in mobile vehicular ad-hoc networks and its validation through simulated traffic flow

User modelling ecosystems: a user-centred approach

Detecting, acquiring and exploiting contextual information in personalized services

A comparative study of users' microblogging behavior on sina weibo and twitter

Adaptive score reports

Multi-source provenance-aware user interest profiling on the social semantic web

Modeling multiple distributions of student performances to improve predictive accuracy

User feedback and preferences mining

A simple but effective method to incorporate trusted neighbors in recommender systems

Ubiquitous fuzzy user modeling for multi-application environments by mining socially enhanced online traces

Exploring gaze data for determining user learning with an interactive simulation

Facilitating code example search on the web through expertise personalization

Studies to determine user requirements regarding in-home monitoring systems

Improving tensor based recommenders with clustering

Models of user engagement

Improving the performance of unit critiquing

Enhanced semantic TV-show representation for personalized electronic program guides

Attention and selection in online choice tasks

Investigating explanations to justify choice

The effect of suspicious profiles on people recommenders

Users and noise: the magic barrier of recommender systems

Improving construct validity yields better models of systematic inquiry, even with less information

Inferring personality of online gamers by fusing multiple-view predictions

Towards adaptive information visualization: on the influence of user characteristics

WTF? detecting students who are conducting inquiry without thinking fastidiously

Formalising human mental workload as non-monotonic concept for adaptive and personalised web-design

Content Provider	ACM Digital Library
Author	Longo, Luca
Abstract	Web Design has been evolving with Web-based systems becoming more complex and structured due to the delivery of personalised information adapted to end-users. Although information presented can be useful and well formatted, people have little mental workload available for dealing with unusable systems. Subjective mental workload assessments tools are usually adopted to measure the impact of Web-tasks upon end-users thanks to their ease of use and are aimed at supporting design practices. The Nasa Task Load Index subjective procedure has been taken as a reference technique for measuring mental workload, but it has a background in aircraft cockpits, supervisory and process control environments. We argue that the tool is not fully appropriate for dealing with Web-information tasks, characterised by a wide spectrum of contexts of use, cognitive factors and individual user differences such as skill, background, emotional state and motivation. Furthermore, in this model, inputs are averaged without considering their mutual interactions and relations. We propose to see human mental workload as non-monotonic concept and to model it via argumentation theory. The evaluation strategy includes coparisons with the NASA-TLX in terms of statistical correlation, sensitivity, diagnosticity, selectivity and reliability.
Starting Page	369
Ending Page	373
Page Count	5
ISBN	9783642314537
ISSN	03029743
DOI	10.1007/978-3-642-31454-4_38
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2012-07-16
Publisher Place	Berlin, Heidelberg
Access Restriction	Subscribed
Subject Keyword	Web design Human mental workload Human-computer interaction Argumentation theory Non-monotonic reasoning
Content Type	Text
Resource Type	Article
Subject	Theoretical Computer Science Computer Science

Central Library (ISO-9001:2015 Certified)
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal, India | PIN - 721302

See location in the Map
03222 282435
Mail: support@ndl.gov.in

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in