Optimizing Ship Classification in the Arctic Ocean: A Case Study of Multi-Disciplinary Problem Solving Mark Rahmes, Rick Pemble, Kevin Fox, John Delay Pages: 1-6
ABSTRACT: We describe a multi-disciplinary system model for determining decision making strategies based upon the ability to perform data mining and pattern discovery utilizing open source actionable information to prepare for specific events or situations from multiple information sources. We focus on combining detection theory with game theory for classifying ships in Arctic Ocean to verify ship reporting. More specifically, detection theory is used to determine probability of deciding if a ship or certain ship class is present or not. We use game theory to fuse information for optimal decision making on ship classification. Hierarchy game theory framework enables complex modeling of data in probabilistic modeling. However, applicability to big data is complicated by the difficulties of inference in complex probabilistic models, and by computational constraints. We provide a framework for fusing sensor inputs to help compare if the information of a ship matches its AIS reporting requirements using mixed probabilities from game theory. Our method can be further applied to optimizing other choke point scenarios where a decision is needed for classification of ground assets or signals. We model impact on decision making on accuracy by adding more parameters or sensors to the decision making process as sensitivity analysis.
Inter-Disciplinary Inquiry-Based Science Experiences for the 21st Century Suzanne Lunsford, Phuong Khanh Quoc Nguyen, Corrie Spradlin Pages: 7-9
ABSTRACT: Inter-disciplinary Inquiry-Based Science
Experiences that have Science
Technology Engineering and
Mathematics (STEM) in the
undergraduate learning experiences are
the learning experiences needed for the
21st century. The laboratory research
experiences for my undergraduate
science education students working on
development of sensors to analysis of
field samples changes a typical
traditional classroom into a highly
interactive learning environment. The
inquiry-based labs are required to
engage students into problem solving
with the process of critical thinking
skills. These problem-based skills
enable students to generate, evaluate and
share their research findings for their
sensors developed. The students are
required to design the sensor to analyze
a sample collected on a field trip. The
sensor(s) developed to the samples
collected on a field trip are analyzed by
technology such as cyclic voltammetry
(CV), differential pulse voltammetry
(DPV), square-wave anodic stripping
voltammetry (SWASV), Scanning
Electron Microscopy (SEM), Fourier
Transform Infrared Spectroscopy
(FTIR), X-Ray Fluorescence (XRF) and
Raman Spectroscopy [1-3]. The results
of the SWASV will be shared to show
the students success at learning how to
utilize and develop novel sensors in this
talk related to heavy metal detection in
water sampling.
Fostering Interdisciplinary Collaboration to Improve Student Learning Ronald A. Styron Jr., Jennifer L. Styron Pages: 10-15
ABSTRACT: The purpose of this study was to compare the impact on
student learning of those enrolled in courses where instructors
participated in collegial coaching and peer mentoring. A
nonequivalent group design methodology was employed
along with an analysis of variance to analyze data. Findings
indicated higher mastery levels of student learning outcomes,
higher levels of perceived critical thinking and collaboration
by students, statistical significance in critical thinking
constructs, higher levels of persistence, and more A’s and B’s
and fewer D’s and F’s in courses where faculty members were
mentored as compared to courses where faculty members
were not.
A Discipline-Independent Approach to a Higher Cognitive Pedagogy Hendel Russell Jay Pages: 16-21
ABSTRACT: We present a content-independent formulation of higher cognitive pedagogy, by identifying higher cognitive pedagogy with executive function which in turn we equate with continual multi-dimensional processing of drivers of outcomes. The key focus in this definition is on multiple dimensions. We apply our definition to four diverse disciplines: a) mathematical modeling of verbal problems is presented as an interaction between the dimensions of language and algebra; b) complex mathematical problems are presented as an interaction between multiple sub-problems participating in one solution; c) essay writing is presented as an interaction between specific atomic competency skills – creating meaningful sentence pairs – and hierarchical organization into greater wholes such as paragraphs and essays; d) foreign language translation is presented as a dimensional parsing of hypernyms and hyponyms; similarly, literary translation is presented as a dynamic interaction between multiple dimensions of a literary work. We show consistency and correlation between the executive-function pedagogical approach and the Bloom-Anderson approach.
Anticipating Serendipity. Preparing for the Unexpected. Marlowe Thomas J. Pages: 22-26
ABSTRACT: Serendipity—using “fortunate accidents” for learning or discovery—is a valued if too infrequent route to progress. Although serendipity cannot be scheduled or relied upon, one can develop skills, flexibility and habits of mind that make the recognition and incorporation of serendipitous discoveries more likely. This paper overviews at a high level a program of activities and concepts aimed at preparing modern professionals and communities to leverage the fortunate occurrences they encounter.
An Inter-Disciplinary Language for Inter-Disciplinary Communication: Academic Globalization, Ethos, Pathos, and Logos Marta Szabo White Pages: 27-32
ABSTRACT: Inspired by the intersection of character, emotions, and logic, much like a Hungarian Rhapsody which is beautifully sad; this paper explores ethos, pathos, and logos in the context of Academic Globalization. As students of the world, an inter-disciplinary language is pivotal for inter-disciplinary communication.
Given that the current state of the world stems primarily from miscommunications, it is imperative to launch a cognitive language tool which underscores global commonalities and mitigates cultural differences. Such a platform would foster interdisciplinary research, education, and communication.
New paradigms would evolve, grounded in ethos, pathos, and logos. Like yin and yang, these states are interrelated, interacting, and interchanging learning spheres. Just as day and night blend at some point; just as the Parthenon epitomized Greek thought, celebrated the birthplace of democracy, and for the first time, depicted everyday citizens in friezes- underscoring their impactful role- ethos, pathos, and logos represent cross-disciplinary communication devices which synergistically transform and ignite academic globalization.
The Literature Review links the concepts of ethos, pathos, and logos with the seminal work Lewis and his LMR framework, which has given birth to Cultureactive and subsequently to ICE [InterCultural Edge].
http://www.fuqua.duke.edu/ciber/programs/we_organize/ice/
Accessed February 14, 2014
Towards a General Methodology for Second-Order Science Karl H. Müller Pages: 33-42
ABSTRACT: In recent years a new science frontier emerged under the umbrella term of second-order science which creates new and challenging problems through a characteristic re-entry-operation like in pattern of patterns, learning of learning, cybernetics of cybernetics or logic of logic, which works with and on building blocks or elements of traditional or first-order scientific research and which, due to this re-entry configuration, becomes inherently reflexive.
In this article I will pursue the ambitious goal to develop a general methodology for second-order science which is needed for second-order analyses from their initial stages up to the final steps. This general methodology will be framed as a sequence of recombination operations which become the central task for a particular step in the design of second-order investigations.
Cross-Cultural Communication Training for Students in Multidisciplinary Research Area of Biomedical Engineering Shigehiro Hashimoto Pages: 43-48
ABSTRACT: Biomedical Engineering makes multidisciplinary research area, which includes biology, medicine, engineering and others. Communication training is important for students, who have a potential to develop Biomedical Engineering. Communication is not easy in a multidisciplinary research area, because each area has its own background of thinking. Because each nation has its own background of culture, on the other hand, international communication is not easy, either. A cross-cultural student program has been designed for communication training in the multidisciplinary research area. Students from a variety of backgrounds of research area and culture have joined in the program: mechanical engineering, material science, environmental engineering, science of nursing, dentist, pharmacy, electronics, and so on. The program works well for communication training in the multidisciplinary research area of biomedical engineering. Foreign language and digital data give students chance to study several things: how to make communication precisely, how to quote previous data. The experience in the program helps students not only understand new idea in the laboratory visit, but also make a presentation in the international research conference. The program relates to author's several experiences: the student internship abroad, the cross-cultural student camp, multi PhD theses, various affiliations, and the creation of the interdisciplinary department.
| | The Smarter Planet: Built on Informatics and Cybernetics Maymir-Ducharme Fred A., Angelelli Lee A. Pages: 49-54
ABSTRACT: IBM’s Smarter Planet initiative is a multi-disciplined approach that integrates
the key tenets of the IMSCI 2014 (The 8th International Multi-Conference on
Society, Cybernetics, and Informatics) conference [1]. Industry has seen a tremendous
explosion of data growth. Organizations that dealt with Terabytes (TB) and Petabytes
(PB) just a couple of years ago are now faced with the challenge of dealing
with Exabytes (EB) of data. An Exabyte is 1018 Bytes – a million times a billion
bytes! The amount of information available today is truly remarkable; so much
that it is considered by many in industry as a new “natural resource.” Computing
has similarly grown and made major advances. Today’s fastest supercomputer is
a 33.8 PFLOPS machine (33.8 x 1015 floating point operations per second) and
applies analytics to predict weather to a degree that was unimaginable ten years
ago. The Smarter Planet approach goes beyond the traditional data sources to
include a plethora of sensor data (e.g., utility readings, concrete pressure
sensors on a bridge, etc.) and applies analytics to provide new Informatics,
which in turn can be used to advance new Cybernetics (e.g., Smarter Buildings,
Smarter Cities) to address Societal needs in new, innovative ways. [2]
[1] Callaos, Nagib (March, 2013), http://www.iiis.org/Nagib-Callaos/Cognition-and-Knowledge
[2] Palmisano, Sam “A Smarter Planet: The Next Leadership Agenda,” Speech to
the Council on Foreign Relations, New York, NY, 6 November 2008
Casting a Wide Net for Innovation: Bringing Interdisciplinary Collaboration to Real World Problems Robert Cherinka, Joe Prezzama Pages: 55-59
ABSTRACT: Federal agencies are seeking new ways to innovate,
procure and enhance enterprise capabilities. Competitions
are one tool that federal agencies can use to drive
innovation and solve mission-centric problems—whether
technical, scientific, or creative. In this paper we present
an examination of several approaches to foster open
innovation through challenges and competitions in
support of key business operations in the workforce. We
highlight specific examples of their use in “real world”
environments and provide an assessment of applicability,
benefits and challenges for implementation in large
organizations.
Knowledge Integration and Inter-Disciplinary Communication in Action Research Hahn Heidi Ann Pages: 60-67
ABSTRACT: In a plenary talk at WMSCI 2012 entitled “Planning for Action
Research: Looking at Practice through a Different Lens,” this
author asserted that behavioral science practitioners, often “back
into” action research – they start out doing a process
improvement or intervention and discover something along the
way, i.e., generalizable knowledge, that seems worthwhile to
share with their community of practice. It was further asserted
that, had the efforts been conceived of as research from the
outset, the contributions to the body of knowledge would be
more robust and the utility of the projects would improve as
well. This paper continues on that theme.
Action research and process improvement methods are briefly
described and compared. A comparison of two Los Alamos
National Laboratory engineering ethics training projects – one
developed using a process improvement framework, the other
using an action research framework – is put forth to provide
evidence that use of a research “lens” can enhance behavioral
science interventions and the knowledge that may result from
them. The linkage between the Specifying Learning and
Diagnosing stages of the Action Research Cycle provides one
mechanism for integrating the knowledge gained into the
product or process being studied and should provide a
reinforcing loop that leads to continual improvement.
The collaborative relationships among researchers and the
individual, group, or organization that is the subject of the
imp rovement op p ortunity (the “client”), who are likely from
very different backgrounds, and the interpretive epistemology
that are among the hallmarks of action research also contribute
to the quality of the knowledge gained. This paper closes with a
discussion of how Inter-Disciplinary Communication is
embedded within the action research paradigm and how this
likely also enriches the knowledge gained.
C-ITS as Multidisciplinary Area with High Demand on Telecommunications Solutions Tomas Zelinka Pages: 68-72
ABSTRACT: Cooperative Intelligent Transport Systems (C-ITS) are concentrated on transportation systems with goal to improve usability, efficiency and safety of the existing as well as newly constructed transportation infrastructure. These concepts are associated with high society expectations that C-ITS will principally participate in resolving of continuously growing transportation challenges. C-ITS represents typical multidisciplinary area where effective cooperation of wide range of different disciplines is the key condition of the success. Possible approach to treatment of requirements on telecommunication services in C-ITS applications is presented.
Forging Industry-Academic Alliances Joseph M. Woodside Pages: 73-75
ABSTRACT: With ever increasing amounts of data, organizations are identifying the importance of Business Intelligence (BI) and Analytics for decision making. However in order to realize the full potential of these technologies, organizations require well-trained and educated management and analytic subject matter experts to transform the data and results into actionable information for decisions.
In order to meet this demand for analytical talent, a Center for Business Intelligence and Analytics (CBIA) housed within the university seeks to develop knowledge and skills vital in the fast changing field of business, through developing the next generation of managers and analysts with skills in decision-making through use of analytical techniques. This presentation provides the strategic framework for the definition and development of a CBIA and framework for joint academic and industry collaboration to develop the next generation of industry experts. The core components including industry demand, alliance objectives including objectives, curriculum and talent requirements, and opportunities.
Academic Ethos, Pathos, and Logos. Research Ethos Nagib Callaos, Bekis Callaos Pages: 76-95
ABSTRACT: Elsewhere (N. Callaos and B. Callaos, 2014)1 we have
shown the conceptual necessity and the pragmatic
importance of including Ethos, Pathos, and Logos in any
systemic methodology for Information Systems
Development (including software-based systems) and for
the design and implementation of informing processes.
This is the first article of a planned series in which we
will try to apply what has been shown and concluded in
the mentioned article to the specific case of Academic
Informing or Academic Information Systems. Research
activities include informing processes, which should
address the respective Ethos. Our purpose in this article is
to address one of the issues involved in this aspect. With
this article we are trying to make a step forward
according to the recommendations we included in the
conclusions of the referred article (N. Callaos and B.
Callaos, 2014). To do so, we will briefly abridge previous
work, provide some facts via real life examples, give few
opinions and ask many questions. Few of these questions
will be rhetorical one while most of them are oriented to
generate reflections in the respective issue and potentially
some research, intellectual enquiry, or practice based
position papers.
Realizing a Disciplinarian State of Being from an Interdisciplinary Approach or an Interdisciplinarian State of Being from Disciplines Matthew E. Edwards Pages: 96-102
ABSTRACT: An interdisciplinarian is a focusedly learned
individual who has had both additional expert
tutelage and “synergetic knowledge connections,”
resulting from convolvement learning of comparative
and contrasting information and methods. Secondly,
to be a multidisciplinarian is to be knowledgeable in
two or more disciplines without having had the
benefits of expert tutelage or “synergetic knowledge
connections.” Thirdly, a disciplinarian is a focusedly
learned individual possessing vast amounts of related
information and understanding in a single field of
study, resulting from additional expert tutelage, thus
allowing the individual to be able to investigate new
concepts, serve an organization, solve existing
problems, or make new products. This same ability to
investigate new concepts, serve an organization,
solve existing problems, and make new products
exists for the interdisciplinarian as well, but far less
so if not at all for the multidisciplinarian individual.
These vastly different states of being are what we call
in this research Career-path Alliances. Each Careerpath
alliance can manifest through opportunities
where an individual can persist by doing scholarly
activities on one hand, or serving organizations,
practicing professional activities, or entering early
career choice positioning on the other. How to
achieve a Career-path alliance and sustain the same is
an interesting contemplation. To that extent, we have
reviewed the Career-path alliances and illustrated
here selected structures that illumine timelines to
achieve such states of being. Also, along with
providing critical information on issues pertaining to
achieving each Career-path alliance, particularly
regarding socio-economics of different groups of
individuals, we denote how to maintain or persist in
each alliance once achieved, and how to transition
from one alliance to another, while still maintaining a
scholarly demeanor, a servicing posture, a
professional practicing behavior, or an early career
choice participation stance after either the
interdisciplinarian or disciplinarian alliance has been
achieved.
A Philosophy of Learning Jeremy Horne Pages: 103-107
ABSTRACT: The survival of the homo sapiens sapiens species depends upon
learning and passing on to future generations quality knowledge.
Yet, we find to an increasing extent a corruption of the process,
resulting in ignorance, environmental destruction, and
breakdown of community. A fundamental shift in priorities is
required to avert disaster. Articulating a solution depends upon a
language, which, in turn, depends upon clarifying concepts. This
paper identifies the dialectical (something existing because of
what it is not) interrelationship of episteme (theory) and techné
(practice) within the framework of ethos, pathos, and logos. This
structure and process as learning provides coherence in
developing knowledge and can then be what in a generic sense is
religion (to cohere, or bind). In a monk-like devotion to learning
to generate quality knowledge humanity can appreciate its own
meaning and make this world a better place in which to live. In
this way religion becomes philosophy, and philosophy religion.
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