J-PMCRI: a methodology for inducing pre-pruned modular classification rules

Inducing rules from very large datasets is one of the most challenging areas in data mining. Several approaches exist to scaling up classification rule induction to large datasets, namely data reduction and the parallelisation of classification rule induction algorithms. In the area of parallelisation of classification rule induction algorithms most of the work has been concentrated on the Top Down Induction of Decision Trees (TDIDT), also known as the ‘divide and conquer’ approach. However powerful alternative algorithms exist that induce modular rules. Most of these alternative algorithms follow the ‘separate and conquer’ approach of inducing rules, but very little work has been done to make the ‘separate and conquer’ approach scale better on large training data. This paper examines the potential of the recently developed blackboard based J-PMCRI methodology for parallelising modular classification rule induction algorithms that follow the ‘separate and conquer’ approach. A concrete implementation of the methodology is evaluated empirically on very large datasets.

Information sources, ICTs and price information in rural agricultural markets

The spread and rapid uptake of mobile telephony in Sub-Saharan Africa has highlighted the potential role of Information Communication Technologies in improving market participation and welfare outcomes for farm producers in agricultural produce markets. This article explores the influence of different sources of information and transmission technologies on the quantum and reliability of market information flowing to farm producers, based on a survey of farm households in northern Ghana. Our results suggest that the principal role of radio broadcasts and mobile telephony is in providing a broader knowledge of markets by enhancing the quantum of market information flowing to farm producers. They do not, however, appear to have a significant impact on the quality/reliability of price information obtained by farmers for making marketing decisions. Information sources appear to be the chief determinant of the reliability of price information, with price information obtained from extension agents being the most credible. Our results provide some useful insights for the design and implementation of Market Information Systems aimed at encouraging market participation by rural farm producers in agricultural markets.

The use of ICT by adults with learning disabilities in day and residential services

The use of Information and Communication Technology (ICT) by adults with learning disabilities has been positively promoted over the past decade. More recently, policy statements and guidance from the UK government have underlined the importance of ICT for adults with learning disabilities specifically, as well as for the population in general, through the potential it offers for social inclusion. The aim of the present study was to provide a picture of how ICT is currently being used within one organisation providing specialist services for adults with learning disabilities and more specifically to provide a picture of its use in promoting community participation. Nine day and 14 residential services were visited as part of a qualitative study to answer three main questions: What kinds of computer programs are being used? What are they being used for? Does this differ between day and residential services? Computers and digital cameras were used for a wide range of activities and ‘mainstream’ programs were used more widely than those developed for specific user groups. In day services, ICT was often embedded in wider projects and activities, whilst use in houses was based around leisure interests. In both contexts, ICT was being used to facilitate communication, although this was more linked to within-service activities, rather than those external to service provision.

Time for review: supporting the work of an advisory group

This paper raises methodological issues about the challenges and dilemmas of inclusive research practices reflecting on the work of an advisory group carrying out research on using Information and Communication Technology (ICT) to enhance community participation. The interests of three parties can be identified – the commissioning agent, the researchers and the researched – and these interplayed throughout the course of the research determining the outcomes. Given the relationship between inclusive research and advocacy, there were particular gains in enabling the voice of the advisory group to shape the way in which the research was conducted and to disseminate the findings both within the organisation and beyond. However, the fragility of these new structures required organisational changes for the research to be truly empowering. The experience of the group suggests the need for their involvement at all stages of the research process

Antecedents of travellers' electronic word-of-mouth communication

Electronic word-of-mouth (eWOM) is recognised as a means of interpersonal communication and a powerful marketing tool. However, previous studies have focussed on related motivations, and limited attention has been given to understanding the antecedents of eWOM communication behaviour in the travel industry. This study proposes a full and partial mediation model, which brings together for the first time three key antecedents: adoption of electronic communication technology, consumer dis/satisfaction with travel consumption experience, and subjective norm. The model aims to understand the impact of these antecedents on travellers' attitude towards eWOM communication and intention to use eWOM communication media. The data were collected from international travellers (n = 524), and structural equation modelling is used to test the conceptual framework. The findings of the study suggest that overall attitude towards eWOM communication partially mediates the impact of the traveller's adoption of electronic communication technology and subjective norm, and fully mediates the impact of consumer dis/satisfaction with travel consumption experience on travellers' intention to use eWOM communication media.

Multimodal Literacy as a form of Communication : What is the state of the students at Dalarna University multimodal literacy?

Literacy is an invaluable asset to have, and has allowed for communication, documentation and the spreading of ideas since the beginning of the written language. With technological advancements, and new possibilities to communicate, it is important to question the degree to which people’s abilities to utilise these new methods have developed in relation to these emerging technologies. The purpose of this bachelor’s thesis is to analyse the state of students’ at Dalarna University mulitimodal literacy, as well as their experience of multimodality in their education. This has led to the two main research questions: What is the state of the students at Dalarna University multimodal literacy? And: How have the students at Dalarna University experienced multimodality in education? The paper is based on a mixed-method study that incorporates both a quantitative and qualitative aspect to it. The main thrust of the research paper is, however, based on a quantitative study that was conducted online and emailed to students via their program coordinators. The scope of the research is in audio-visual modes, i.e. audio, video and images, while textual literacy is presumed and serves as an inspiration to the study. The purpose of the study is to analyse the state of the students’ multimodal literacy and their experience of multimodality in education. The study revealed that the students at Dalarna University have most skill in image editing, while not being very literate in audio or video editing. The students seem to have had mediocre experience creating meaning through multimodality both in private use and in their respective educational institutions. The study also reveals that students prefer learning by means of video (rather than text or audio), yet are not able to create meaning (communicate) through it.

Teaching Intercultural Communication in Foreign Language Education through Video Conferencing

Since 1980s, Western linguists and specialists on second language acquisition have emphasized the importance of enhancing students’ intercultural communication competence in foreign language education. At the same time, the demand for intercultural communicative competence increased along with the advances of communication technology with its increasingly global reach and the process of globalization itself.In the field of distance language education, these changes have resulted in a shift of focus from the production and distribution of learning materials towards communication and learning as a social process, facilitated by various internet-based platforms. The current focus on learners interacting and communicating synchronously trough videoconferencing is known as the fourth generation of distance language education. Despite the fact that teaching of Chinese as a foreign language (CFL) faces the same or even greater challenges as teaching other languages, the intercultural communication perspective is still quite a new trend in CFL and its implementation and evaluation are still under development. Moreover, the advocates of the new trends in CFL have so far focused almost exclusively on classroom-based courses, neglecting the distance mode of CFL and leaving it as an open field for others to explore. In this under-researched context, Dalarna University (Sweden), where I currently work, started to provide web-based courses of the Chinese language in 2007. Since 2010, the Chinese language courses have been available only in the distance form, using the same teaching materials as the previous campus-based courses. The textbooks used in both settings basically followed the functional nationalism approach. However, in order to catch up with the main trend of foreign-language education, we felt a need to implement the cross-cultural dimension into the distance courses as well. Therefore in 2010, a pilot study has been carried out to explore opportunities and challenges for implementing a cross-cultural perspective into existing courses and evaluating the effectiveness of this implementation based on the feedback of the students and on the experience of the teacher/researcher.

ICT as a tool in English teaching : A literature review on the use of ICT for Swedish students with learning difficulties and their literacy learning in grades 7-9

Information and communication technology (ICT) is a subject that is being discussed as a tool that is used within education around the world. Furthermore it can be seen as a tool for teachers to individualize students´ education. Students with literacy difficulties, such as dyslexia, are in constant need of new ways to learn, and new ways to be motivated to learn. The aim of this study is to see what research says in regard to how ICT can be used as a tool to help students with literacy difficulties. Literacy difficulties can be due to a number of things, such as the student has not been taught how to read, trouble within the family which can cause distress, or a neurological disorder such as dyslexia. Furthermore, the main research questions will focus on how ICT can be compared to traditional education forms, such as books and a more teacher centered education within the classroom, and whether ICT can be preferred. The results of this literature review indicates that ICT can be seen as a way for teachers to help students with literacy difficulties gain more self-esteem – something the literature tells us students with learning difficulties lack. The results also show how ICT can lead to a more individualized education. This is due to tools that increase reading comprehension and tools that give direct response when working with ICT, which helps students work more independently.

MLCMS actual use, perceived use, and experiences of use

Mobile learning involves use of mobile devices to participate in learning activities. Most elearning activities are available to participants through learning systems such as learning content management systems (LCMS). Due to certain challenges, LCMS are not equally accessible on all mobile devices. This study investigates actual use, perceived usefulness and user experiences of LCMS use on mobile phones at Makerere University in Uganda. The study identifies challenges pertaining to use and discusses how to improve LCMS use on mobile phones. Such solutions are a cornerstone in enabling and improving mobile learning. Data was collected by means of focus group discussions, an online survey designed based on the Technology Acceptance Model (TAM), and LCMS log files of user activities. Data was collected from two courses where Moodle was used as a learning platform. The results indicate positive attitudes towards use of LCMS on phones but also huge challenges whichare content related and technical in nature.

”Are you watching closely?”

Syftet med uppsatsen är att undersöka hur klippning har bidragit till att förstärka det vilseledande narrativet i filmen The Prestige (2006). Tre scener som anses vara betydelsefulla för filmens vilseledande narrativ har analyserats, för att fastställa vad som händer med berättandet i filmen när olika klipptekniker används och hur klippningen bygger upp den här typen av narrativ. Med hjälp av Kleckers forskning om vilseledande narrativ, Bordwell och Thompsons teori kring hur tid kan manipuleras genom klippning och Corrigan och Whites teori om olika klipptekniker, undersöker uppsatsen hur det vilseledande narrativet är strukturerat genom klippning. Resultatet visar på att det går att konstatera att klippningen i The Prestige har bidragit till att framhäva det vilseledande narrativet. Genom användningen av olika klipptekniker, har berättandet i filmen lyckats vilseleda publikens uppmärksamhet. Tack vare blandningen av de olika teknikerna undanhålls viktig information från betraktaren, vilket är avgörande för att ett vilseledande narrativ ska fungera.

Informations- och kommunikationsteknologi som stöd för patienter med astma och kronisk obstruktiv lungsjukdom avseende egenvård. En litteraturstudie.

Bakgrund: Astma och KOL är två vanlig kroniska sjukdomar som är kopplade till stort sjukdomslidande och lägre livskvalité. Många personer som idag lever med sjukdomarna lever isolerat från andra. Idag har vi en ständig utveckling av sociala nätverk som öppnar en ny möjlighet för egenvård. Egenvård kan göra att patienter får en bättre vardag samt att det lättare kan få ett socialt umgänge. Syfte: Syftet är sammanställa befintlig litteratur och där undersöka hur informations- och kommunikationsteknologi underlättar egenvården för patienter med astma och KOL. Metod: Litteraturstudie där artiklarna söktes i databaser för omvårdnadsvetenskap så som Web Of Science, pubmed och Cinahl. Litteraturstudien baseras på 16 vetenskapliga artiklar som både är kvalitativa och kvantitativa. Artiklarna som valdes är inte äldre än 10 år gamla, skrivna på engelska och publicerade i en vetenskaplig tidning. Resultat: Resultatet som artiklarna påvisade är grundade på IKT i form av datorer, mobiltelefoner, surfplattor och web-baserad program. Artiklarna visar att egenvården kan förbättras genom ökad livskvalité, bättre kommunikation och bättre sjukdomsinsikt när man använder IKT. Slutsats: IKT är en viktig roll i våran hälso- och sjukvård idag. Det finns dock liten forskning på hur egenvården kring astma och KOL påverkas av IKT. Den forskning som finns pekar åt är att den förbättrar för patienter. Det behövs även mer forskning kring IKT som en resurs för egenvård kring ett omvårdnadsperspektiv.

Tecnologia de informação e comunicação e a educação

O ambiente empresarial, tanto em nível mundial como nacional, tem passado por profundas mudanças nos últimos anos, as quais têm sido consideradas diretamente relacionadas com a Tecnologia de Informação, e mais especificamente com a aplicação de tecnologia de informação e comunicação na educação, considerada uma realidade com alguns casos de sucesso. Este projeto tem como objetivo principal identificar as possíveis aplicações desta tecnologia num curso de educação continuada, analisando os seus aspectos críticos e as contribuições oferecidas e confirmadas destas aplicações. O caso a ser utilizado será um curso de educação continuada da EAESP/FGV. A sua contribuição é o aprimoramento do conhecimento sobre aplicações de tecnologia na área educacional, assim como a identificação de seus aspectos e contribuições.

Teletrabalho na administração pública federal: uma análise do potencial de implantação na diretoria de marcas do INPI

This dissertation analyses the implementation of the telework project of the Marks Directorate at the Industrial Property National Institute, an agency of the Brazilian federal administration. The analysis focuses on the public servants and their expectations, since the work developed at the Marks Directorate is mainly based on the intellectual capital of its staff. This research first addresses the subject by describing the current technical and sociological context. In which information society and globalization's impact on labour's evolution, and information and communication technology's impact on e-government development are both considered as having important roles. A review of the state of the art on telework research is presented as the basis of the analyses, including a definition of telework and its most relevant aspects. National and international cases of telework, both in the public and private sector, are used as examples in the analyses. The matter of performance control and evaluation is also briefly addressed. In order to assess the viability of the implementation of telework, a review of the activities developed at the Marks Directorate is performed. Emphasis is given to the modernization of examining procedures, without disregarding administrative facts, such as the new career plan and its performance evaluation procedures, that might affect the telework project. The case study is conducted by means of a survey with open and closed questions served in a questionnaire. The analyses of the results leads to the conclusion that telework can be successfully implemented in the Marks Directorate, being also an opportunity to study the adaptation of a working practice originating at the private sector and applied in public administration, taking into account their differences.

Globalização de competências tecnológicas inovadoras no contexto de industrialização recente: evidências de uma amostra de institutos de pesquisa e desenvolvimento (P&D) em Tecnologias de Informação e Comunicação (TIC) no Brasil

This dissertation adds new evidences and explanations to two distinct streams of debate. The first one refers to the globalisation (or dissemination) of technological innovative capabilities in the context of newly industrialised economies. The second one refers to common generalisations about the deterioration of the innovative capabilities in Latin American countries after 1990. This study was motivated by a lack of empirical studies focused on the relationship between the globalisation of innovative capabilities and sources to build them up in emerging organisations, especially R&D institutes. This dissertation is focused on the globalisation of innovative capabilities at the information and communication technology industry in Brazil. The globalisation of innovative capabilities is measured by the technological capabilities types and levels of 18 national R&D institutes related to this industry. Besides, this dissertation examines sources to build up innovative capabilities in the sampled institutes, namely: their intra-organisational learning processes and the linkages established with firms and the technological infra-structure. The study is based on first-hand empirical evidences, collected by different data-gathering sources in an extensive fieldwork. The data were examined with analytical frameworks, organised in the light of the theoretical basis of the study. The study has found the dissemination of innovative capabilities has been occurring in the Brazilian ICT industry with the involvement of the technological infra-structure with innovative activities. Besides that, the variety of the intra-organisational learning processes and the types of linkages established with technological infra-structure and firms have been influencing the development of innovative capabilities. The evidences that emerge from this study contradict common generalizations and arguments about the inexistence of innovative activities and about the technological infra-structure weakness in emerging or newly industrialized economies.