29 research outputs found
Online dispute resolution: an artificial intelligence perspective
Litigation in court is still the main dispute resolution mode. However, given the amount
and characteristics of the new disputes, mostly arising out of electronic contracting, courts are
becoming slower and outdated. Online Dispute Resolution (ODR) recently emerged as a set of
tools and techniques, supported by technology, aimed at facilitating conflict resolution. In this
paper we present a critical evaluation on the use of Artificial Intelligence (AI) based techniques in
ODR. In order to fulfill this goal, we analyze a set of commercial providers (in this case twenty
four) and some research projects (in this circumstance six). Supported by the results so far
achieved, a new approach to deal with the problem of ODR is proposed, in which we take on some
of the problems identified in the current state of the art in linking ODR and AI.The work described in this paper is included in TIARAC - Telematics and
Artificial Intelligence in Alternative Conflict Resolution Project (PTDC/JUR/71354/2006), which
is a research project supported by FCT (Science & Technology Foundation), Portugal. The work
of Davide Carneiro is also supported by a doctoral grant by FCT (SFRH/BD/64890/2009).Acknowledgments. The work described in this paper is included in TIARAC - Telematics and Artificial Intelligence in Alternative Conflict Resolution Project (PTDC/JUR/71354/2006), which is a research project supported by FCT (Science & Technology Foundation), Portugal. The work of Davide Carneiro is also supported by a doctoral grant by FCT (SFRH/BD/64890/2009)
An agent-based architecture for online dispute resolution services
Tese de doutoramento em "Philosophy in Informatics"Conflicts are a natural consequence of our daily social interactions
and should be regarded as opportunities to improve some aspect,
condition or flaw. In order for conflicts to have positive outcomes, not
only from an economical view but also concerning the maintenance
of good interpersonal-relationships, tools are needed that can explain
to the parties the inner mechanisms of the conflict resolution process,
its restrictions and its rules. Only well-informed parties can take good
and realistic decisions and better understand the others’.
In this thesis, the most important aspects in a conflict resolution
process concerning the aforementioned are identified, with the objective
of designing a tool that can effectively support the parties from
the beginning to the end of the conflict. The resulting tool, UMCourt
, has as main objective to support decisions by providing the right
information in the right moment to the right stakeholders.
Specifically, several problems are addressed that include the definition
of a suitable agent-based architecture, the building of important
knowledge and the support in the negotiation process, either by generating
solutions or by analysing the behaviour of the parties.
This last issue is addressed in more detail in this thesis. In fact, the
most serious drawback that was identified in current conflict resolution
methods is their complete disregard for contextual and subjective
information about the parties: the trend has been, for many years, to
focus on the objective aspects of the conflict.
The main contribution of this thesis is a vision on conflict resolution
that goes the other way around: asides from objective information, decisions
should also be based on contextual features such as our level
of stress, body language, attitudes or our conflict handling style. We
rely on this information on a daily basis to communicate efficiently.
It results only logical that it should be included in conflict resolution
methods that rely so heavily on communication.
The approach put forward relies on the analysis of the individual’s
behaviour in order to infer such context information. Disputant
parties and, in particular, mediators and negotiators, can better understand
the state of the participants and take better decisions (e.g. make
a pause, understand how a party is affected by an issue). This is particularly
important when online dispute resolution methods that rely
on cold and impersonal communication technologies (often constituting
a barrier to efficient communication) are used.Os conflitos são uma consequência natural das nossas interações sociais
e devem ser vistos como oportunidades para melhorar determinados
aspetos, condições ou mesmo falhas. Para que tenham resultados
positivos, não só do ponto de vista económico mas também do
ponto de vista das relações interpessoais, são necessárias ferramentas
que expliquem Ă s partes as particularidades do processo, as suas
restrições e as suas regras. Apenas partes bem informadas podem
tomar decisões realĂsticas e melhor entender as decisões dos restantes.
Nesta tese, os aspetos mais importantes num processo de resolução
de conflitos sĂŁo identificados, com o objetivo de definir uma ferramenta
que possa, efetivamente, suportar as partes do inĂcio ao fim do
conflito. A ferramenta resultante, designada UMCourt , tem como
principal objetivo suportar decisões fornecendo a informação certa
no momento certo às entidades certas. Especificamente, vários problemas
são atacados que incluem a definição de uma arquitetura de
software adequada, a construção de conhecimento e o suporte à negociação,
quer através da geração de soluções quer através da análise
comportamental das partes.
Este Ăşltimo tĂłpico Ă© tratado em mais detalhe nesta tese. De facto,
a limitação mais significante que foi identificada nos atuais métodos
de resolução de conflitos é a negligência da importância dos fatores
contextuais e da informação subjetiva acerca das partes: a tendência
tem sido no sentido de se focarem apenas nos aspetos objetivos.
A principal contribuição desta tese é a de uma visão do processo
de resolução de conflitos que aponta no sentido oposto: para além
da informação objetiva, as decisões devem também ser baseadas em
aspetos contextuais tais como o nĂvel de stress, a linguagem corporal
ou o estilo de lidar com o conflito. Enquanto indivĂduos, baseamonos
nestes aspetos diariamente para comunicar de forma eficiente.
É portanto lĂłgico que tal informação seja incluĂda em mĂ©todos de
resolução de conflitos que se baseiam de forma tão clara na comunicação.
A abordagem proposta baseia-se na análise comportamental de
cada indivĂduo para aquisiçao da informação de contexto. As partes
em conflito e, em particular, os mediadores e negociadores, podem
entender melhor o estado de todos os participantes e tomar melhores
decisões (e.g. fazer uma pausa, perceber como uma parte é afetada
por uma questĂŁo). Isto Ă© especialmente importante quando sĂŁo usados
métodos de resolução de conflitos em linha baseados no uso de
tecnologias de comunicação frias e impessoais, que geralmente configuram
elas próprias um obstáculo à eficiência da comunicação
Augmented Conversation and Cognitive Apprenticeship Metamodel Based Intelligent Learning Activity Builder System
This research focused on a formal (theory based) approach to designing Intelligent Tutoring System (ITS) authoring tool involving two specific conventional pedagogical theories—Conversation Theory (CT) and Cognitive Apprenticeship (CA). The research conceptualised an Augmented Conversation and Cognitive Apprenticeship Metamodel (ACCAM) based on apriori theoretical knowledge and assumptions of its underlying theories. ACCAM was implemented in an Intelligent Learning Activity Builder System (ILABS)—an ITS authoring tool. ACCAM’s implementation aims to facilitate formally designed tutoring systems, hence, ILABS―the practical implementation of ACCAM― constructs metamodels for Intelligent Learning Activity Tools (ILATs) in a numerical problem-solving context (focusing on the construction of procedural knowledge in applied numerical disciplines). Also, an Intelligent Learning Activity Management System (ILAMS), although not the focus of this research, was developed as a launchpad for ILATs constructed and to administer learning activities. Hence, ACCAM and ILABS constitute the conceptual and practical contributions that respectively flow from this research.
ACCAM’s implementation was tested through the evaluation of ILABS and ILATs within an applied numerical domain―the accounting domain. The evaluation focused on the key constructs of ACCAM―cognitive visibility and conversation, implemented through a tutoring strategy employing Process Monitoring (PM). PM augments conversation within a cognitive apprenticeship framework; it aims to improve the visibility of the cognitive process of a learner and infers intelligence in tutoring systems. PM was implemented via an interface that attempts to bring learner’s thought process to the surface. This approach contrasted with previous studies that adopted standard Artificial Intelligence (AI) based inference techniques. The interface-based PM extends the existing CT and CA work. The strategy (i.e. interface-based PM) makes available a new tutoring approach that aimed fine-grain (or step-wise) feedbacks, unlike the goal-oriented feedbacks of model-tracing. The impact of PM—as a preventive strategy (or intervention) and to aid diagnosis of learners’ cognitive process—was investigated in relation to other constructs from the literature (such as detection of misconception, feedback generation and perceived learning effectiveness). Thus, the conceptualisation and implementation of PM via an interface also contributes to knowledge and practice.
The evaluation of the ACCAM-based design approach and investigation of the above mentioned constructs were undertaken through users’ reaction/perception to ILABS and ILAT. This involved, principally, quantitative approach. However, a qualitative approach was also utilised to gain deeper insight. Findings from the evaluation supports the formal (theory based) design approach—the design of ILABS through interaction with ACCAM. Empirical data revealed the presence of conversation and cognitive visibility constructs in ILATs, which were determined through its behaviour during the learning process. This research identified some other theoretical elements (e.g. motivation, reflection, remediation, evaluation, etc.) that possibly play out in a learning process. This clarifies key conceptual variables that should be considered when constructing tutoring systems for applied numerical disciplines (e.g. accounting, engineering). Also, the research revealed that PM enhances the detection of a learner’s misconception and feedback generation. Nevertheless, qualitative data revealed that frequent feedbacks due to the implementation of PM could be obstructive to thought process at advance stage of learning. Thus, PM implementations should also include delayed diagnosis, especially for advance learners who prefer to have it on request. Despite that, current implementation allows users to turn PM off, thereby using alternative learning route. Overall, the research revealed that the implementation of interface-based PM (i.e. conversation and cognitive visibility) improved the visibility of learner’s cognitive process, and this in turn enhanced learning—as perceived
Data ethics : building trust : how digital technologies can serve humanity
Data is the magic word of the 21st century. As oil in the 20th century and electricity in the 19th century:
For citizens, data means support in daily life in almost all activities, from watch to laptop, from kitchen to car,
from mobile phone to politics. For business and politics, data means power, dominance, winning the race. Data can be used for good and bad,
for services and hacking, for medicine and arms race. How can we build trust in this complex and ambiguous data world?
How can digital technologies serve humanity? The 45 articles in this book represent a broad range of ethical reflections and recommendations
in eight sections: a) Values, Trust and Law, b) AI, Robots and Humans, c) Health and Neuroscience, d) Religions for Digital Justice, e) Farming, Business, Finance, f) Security, War, Peace, g) Data Governance, Geopolitics, h) Media, Education, Communication.
The authors and institutions come from all continents.
The book serves as reading material for teachers, students, policy makers, politicians, business, hospitals, NGOs and religious organisations alike. It is an invitation for dialogue, debate and building trust!
The book is a continuation of the volume “Cyber Ethics 4.0” published in 2018 by the same editors
General Catalog 2002-2004
Contains course descriptions, University college calendar, and college administrationhttps://digitalcommons.usu.edu/universitycatalogs/1123/thumbnail.jp
Third International Symposium on Space Mission Operations and Ground Data Systems, part 2
Under the theme of 'Opportunities in Ground Data Systems for High Efficiency Operations of Space Missions,' the SpaceOps '94 symposium included presentations of more than 150 technical papers spanning five topic areas: Mission Management, Operations, Data Management, System Development, and Systems Engineering. The symposium papers focus on improvements in the efficiency, effectiveness, and quality of data acquisition, ground systems, and mission operations. New technology, methods, and human systems are discussed. Accomplishments are also reported in the application of information systems to improve data retrieval, reporting, and archiving; the management of human factors; the use of telescience and teleoperations; and the design and implementation of logistics support for mission operations. This volume covers expert systems, systems development tools and approaches, and systems engineering issues
General Catalog 2000-2002
Contains course descriptions, University college calendar, and college administrationhttps://digitalcommons.usu.edu/universitycatalogs/1122/thumbnail.jp
The Whitworthian 1973-1974
The Whitworthian student newspaper, September 1973-May 1974.https://digitalcommons.whitworth.edu/whitworthian/1057/thumbnail.jp
Ohio State University Bulletin
Classes available for students to enroll in during the 1986-1987 academic year for The Ohio State University