Usability and accessibility in the learning life cycle .... Large variety of LMS, also called VLE, Virtual Learning .... In house expert: Heuristic evaluation. ⢠External ...
Based on Computing Curricula 2005, new undergraduate degree programs on ... systems (IS), Information technology (IT), and Software engineering (SE).
Development of an adaptive LMS (Learning Management System), which
combined design and runtime adaptation along the full life cycle of the learning ...
which combined design and runtime adaptation along the full life cycle of the learning process ..... âThe website has been well coded, offers a number of accessibility ... The LMS can provide certain support, such as WYSIWYG editor that forces ...
o Information Systems and Technologies (Sistemas y TecnologÃas de Información). ⢠Second semester: ... Sistemas Operativos y de Redes de Computadores).
Sketchnoting is a graphic method for putting thoughts on paper, whether for
taking notes or presenting a design process. Figures, scribbles, boxes and
arrows ...
about sense-making, place-making, design, architecture, crossmedia, complexity, embodied cognition, and their application to the architecture of information ...
Information Architecture is fueling the development of this new discipline. .....
concept, visual design, writing, interface, and navigational structure of site with.
Information Architecture is fueling the development of this new discipline. .....
concept, visual design, writing, interface, and navigational structure of site with.
Enterprise Information Architecture: Concepts and applications ..... optimizing business processes through real-time information insight and analytics as well as.
of the development lifecycle adopted, levels of quality for its entities and attributes .... and Establish the object (e.g. âweb applicationâ as entity category). The next ...
Modeling* sergio Luján-Mora1, Juan Trujillo1, and Il-Yeol song2 ..... Marcos, e., Vela, B., Cavero, J.M.: extending UML for Object-Relational Database. Design.
The LD of two strings m and n in length, respectively, can be calculated by a dynamic ..... threshold of 0.25, the expansion of abbreviations does not influence the ...
The structural design of shared information environments. 2. The art and science of organizing and labelling web sites, intranets, online ..... According to the presumably best known definition of IL, information literate people are able to ...
Washington, DC: Aspen Institute. [13] Hinton, A. (2009). The machineries of context. New architectures for a new dimension. Journal of Information Architecture, ...
The structural design of shared information environments. 2. The art and science of organizing and labelling web sites, intranets, online .... mediated spaces, which allow an easy input and manipulative control over data (Jarrett. 2008).
Keywords: UML, multidimensional modeling, data warehouses, UML ex- ... modeling complex and large data warehouse systems, we are not restricted to.
After- wards, we also provide XSLT stylesheets that allow us to automatically generate HTML pages from XML documents, thereby supporting differ- ent views of ...
To achieve this goal, we provide a DTD that allows us to generate valid XML documents that comprise all MD modeling properties considered by our approach,.
Recommendation systems, Web personalization, Association rules. 1. ... different user groups, one can make a series of recommendations enhancing the capacity of .... in this manner are quality data, complete, noiseless and error-free.
lines, their programmers have to apply subjective criteria, thus leading to different ... However, accessibility rules can be better expressed formally and ..... in an procedural programming language like Java, C or PHP. This easily leads.
by Dan Brown. Information architecture, a field in relative infancy and constantly
rediscovering itself, does not yet have a well-established theory that drives the ...
Significance of Cyber Security and Information Assurance & Reliability .... transparency between high level security policy/requirement and system artifacts that ... Enterprise Information Systems Assurance And Systems Security Managerial ...
RESEARCH REPORT. "We are drowning in information, and starving for knowledge." .... manual activities to allow for the relatively short delay. Fast batch ...... Datameer, Alpine Data Labs and Splunk are providing .... was in the area of security and
âExperiment 1: âquick inspectionâ. âExperiment 2: ... Navigation: (36) heuristics addressing website info architecture ... Basic background in web development.
Quality of Web Usability Evaluation Methods: an empirical study on MiLE+ Davide Bolchini University of Lugano (Switzerland) Franca Garzotto Politecnico di Milano (Italy)
Motivation z A proliferation of Usability Evaluation Methods (UEMs) { Different philosophies - conception of „quality“, „usability“ and their interrelationships -, thus approaches and techniques
z Every method should support the improvement of the usability of the application z However, ongoing discussion (and little agreeement) on the salient „quality attributes“ for UEMs…
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Motivation - 2 z Quality attributes concerning the output of the evaluation { { { { {
Effectiveness? Number of usability problems discovered … Thoroughness (found problems vs existing problems) … Reliability (consistency of results across different inspectors)… Validity (correcting predicting user‘s behaviour, no or minimized false positives…) { Productivity… { Scope…
z Quality attributes concerning acceptability and adoption { { { { {
Learnability Applicability and Compatibility in current practice Verticalization on domains Reusability Cost-effectiveness
z Supporting arguments with empirical data 4
Goals z Evaluate MiLE+ {Ongoing development from 2000 {Used in consultancy projects, in training professionals + ca. 200 students a year. z Focus on few key attributes that we could measure in a realistic setting and that support effective adoption: { Performance { Efficiency { Cost-effectiveness { Learnability
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Goals zVerifying key „acceptability“ requirements for a UEM: {Become able to use the method after a reasonable time (1-3 person/days) of „study“ {Being able to detect the largest amount of usability problems with the minimum effort {Producing a first set of results in a few hours and a complete analysis in a few days
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MiLE+ : Milano-Lugano Evaluation z MiLE+ is a usability inspection method {Evolution of two previous usability methods: z SUE (Systematic Usability Evaluation) z MiLE z Borrow general concepts from mainstream usability inspection approaches z Foster a systematic, structured approach to the analysis, yet aimed at being particularly suitable to novice evaluators
MiLE+ technical heuristics z (82) Technical Heuristics, coupled by a set of operational guidelines that suggest the inspection tasks to undertake in order to measure the various heuristics. z Organized by design dimensions { Navigation: (36) heuristics addressing website info architecture and navigation structure { Content: (8) heuristics addressing the general principles of content quality { Technology/Performance: (7) heuristics addressing technology-dependent features of the application { Interface Design: (31) heuristics that address the semiotics of the interface, the graphical layout, and some “cognitive” aspects 9
Operationalized Attributes - 1 z Performance: {Performance indicates the degree at which a method supports the detection of all existing usability problems for an application. {It is operationalized as the average rate of the number of different problems found by an inspector (Pi) in given inspection conditions (e.g. time at disposal) against the total number of existing problems (Ptot) {Performance = avrg (Pi)/Ptot
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Operationalized Attributes - 2 z Efficiency: { Efficiency indicates the degree at which a method supports a “fast” detection of usability problems. { It is operationalized as the rate of the number of different problems identified by an inspector in relation to the time spent, and then calculating the mean among a set of inspectors: Efficiency = avrg (
Pi ) ti
{ Pi is the number of problems detected by the i-th inspector in a time period ti. 11
Operationalized Attributes - 3 z Cost-effectiveness: {Cost-effectiveness denotes the effort - measured in terms of person-hours - needed by an evaluator to: z carry out a complete evaluation of a significantly complex web application z produce an evaluation documentation that meets professional standards, i.e., a report that can be proficiently used by a (re)design team to address the usability problems.
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Operationalized Attributes - 4 z Learnability: { Learnability denotes the ease of learning a method. { We operazionalize it by means of the following factors: z the effort, in terms of person-hours, needed by a novice to become “reasonably expert” and to be able to carry on an inspection activity with a reasonable level of performance z the novice’s perceived difficulty of learning, i.e., of moving from “knowing nothing” to “feeling reasonably comfortable” with the method and “ready to undertake an evaluation” z the novice’s perceived difficulty of applying the method in a real case.
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Empirical study: general conditions z The overall study involved 42 participants { Students from HCI course, Politecnico di Milano (Milano and Como campus) { „novice inspectors“ { Preconditions: z No previous exposure to usability z Basic background in web development z Etherogeneous profile in terms of age and technical background
{ Preparatory conditions: z 5 hours classroom training on usability and MiLE+ z Assignment of learning material to study (MILE+ overview, technical heuristics library, 2 real-life case studies, excerpts from „USABLE“ - an online course on usability - and MILE+) 14
Exp.1: „quick inspection“ z Inspectors { 16 graduate students (Como)
z Purpose { measure efficiency and performance { Learnability hypothesis: study effort to become proficient