Textbooks are available at Amazon.com by following the links below. But all course registrants will receive free electronic copies of the books.
Rodriguez, W. (2023). Logistics+: Mastering Logistics from Analytics & Technologies. Plus, E-Commerce. AI. Transportation, Risk, Procurement. Distribution. Inventory, Warehousing. Lean Supply Chain. Sourcing. Agile Manufacturing. Supply Chain Logistics. Logistics Careers. Washington: KDP. ISBN: 9798394837784.
Rodriguez, W. (2023). How We Innovate: The Startling Truth About How, Why, Where, and When it Happens. Washington: KDP. ISBN: 9798373542623.
Rodriguez, W. (2023). Becoming a Logistician: A Guide to Logistics Careers & Certifications. Washington: KDP. ISBN: 9798386938291.
Advancing remote learning in Times of Disruption
Introduction: Adaptiva Corp (Coursewell.com)’s Founder and Chief Learning Officer, Dr. Walter Rodriguez with the sponsorship of the National Science Foundation, Department of Defense, Private Industry, Government, and NGOs has been preparing for times of disruption for over two decades. From challenges, such as, jobs lost to AI, automation and robotics to hurricanes, earthquakes, pandemics causing social and financial instability, his website (Coursewell) has developed and introduce tools and evidence-based methodologies for delivering on-demand, remote, mobile, portable course-modules, lessons and assessments to be prepared for these times. The most popular tools and systems applications for learning is titled Coursewell™. And students and participants can benefits from these developments by contacting walter@coursewell.com.
In addition, Dr. Rodriguez and his collaborators have developed social learning platforms, real-life work-environments, devices and systems designed to connect people both synchronously (same time) and asynchronously (anytime, anywhere), such as, Coursewell Learning Management System (LMS) content and a patent pending framework titled uCollaborator™ (while a founding faculty at Florida Gulf Coast University) and the Construction Visualizer (while a professor at Georgia Tech.)
By integrating best practices from the science of teamwork with the latest in mobile learning technologies, Coursewell is revolutionizing distributed teamwork and team learning - occurring when workers and learners are geographically dispersed and often interacting at different times.
A new mobile environment for learning has been designed via an axiomatic approach. By simultaneously designing both tools (software) and processes (pedagogy), the resulting environment matches the functional requirements of the Coursewell instructional program.
Below are the axioms established for mobile learning as well as an overview of the development of the mobile computing environment. We briefly discuss the developmental evolution and system architecture as well as the requirements of the portable training programs being offered via this new system. Some of the apps were designed to connect learners, instructors and practitioners as well as to facilitate collaborative learning from a variety of mobile devices, anywhere in the World.
Future content, apps and systems development will connect the physical and virtual environments, in order to truly enhance the mobile learning experience for people on the move.
“The main drivers of innovation in higher education are not simply a function of what is technologically possible; they are—or should be—a function of pedagogically sound and cost–effective strategies that advance our institutional missions in ways that best serve our students, are fair to our faculty, and advance the interests of our communities.” (CIC,2013)
This research seeks to bridge the theoretical gap between “mobile computing” and “mobile learning,” by simultaneously designing both tools (i.e., software apps and systems) and processes (i.e., instructional methods and pedagogy). By parallelizing functional requirements, the research shows how mobile software applications can be designed to meet the unique pedagogical requirements of adaptive, portable, individualized, certification training programs for ever moving personnel. This process consist of concurrently (1) analyzing the learning needs, learning styles, and cost constraints of the learners being served (i.e., learners on the move) and (2) developing pedagogy, methods, applications and systems in response to the factors or functional requirements.
Global families (i.e., military spouses and children) are more mobile than the rest of the population and have very limited time to study. Further, the cost and time constraints of tuition assistance (TA) and Financial Assistance (FA) programs are a major factor in their decision to embark in a long program of studies (i.e., B.S., M.S.) This led the researchers to design short-duration (but high-demand) career certification programs. In addition, it was determined that a mobile learning environment had to be designed for accessibility on popular mobile devices. Further, understanding that people are often preoccupied with challenges should also be an important consideration when designing both tools and pedagogy. After extensive discussions, the team concluded that the apps and lessons had to be very engaging and designed around short-term study time and reflection (i.e., 10 to 15 minutes), rather than prolonged seat-ins (i.e., hours of continuous study).
As global families are forced to become more mobile to find jobs (and as cost of education rises), both ubiquitous learning and ubiquitous computing gains in relevance in this learning space. Mobile learning researchers and mobile computing developers must work more closely. By parallelizing pedagogy and technology requirements, this research shows how mobile software applications can be designed to meet the unique instructional requirements of adaptive, portable, individualized, certification training programs for ever moving personnel.
The learning space (school, college, university) and workplace (business, industry, government) are rapidly overcoming the barriers of distance, time and cost (Rodriguez, W. et al., 2010). Mobile software apps are becoming a key enabler of learning from anywhere, since there are now over six billion mobile phone subscribers. To wit, for “every person who access the Internet from a computer, two do so from a mobile device” (UNESCO, 2013). Therefore, ubiquitous mobile learning offers the greatest potential for increasing “the boundaries of anytime and anywhere learning for students” (Yan, C., et al, 2006). But, of course, mobile learning requires a pedagogically sound and cost-effective “enabling technology” designed for that purpose (CIS, 2013; Duderstant, 2011; McGreal, 2012; Wagner, E.D., 2005).
In a “Pedagogical Framework for Mobile Learning,” Park (2011), extensively discussed the evolution of mobile learning while “on the move” (Beckmann, 2010) using wireless devices—including smartphones, tablets (Kukulska-Hulme & Traxler, 2005) as well as technological attributes and pedagogical affordances.
An Axiomatic Approach: The development of computer supported learning environments should follow some basic axioms (Suh, 2001; Rodriguez, 2011). Axioms are self-evident truths (Encyclopedia Britannica Online, 2011). Despite the initial technological orientation of the research, early on, the researchers settled on:
Axiom 1: Technology must follow pedagogy and not all the way around
This axiom echoes the design principle “form follow function,” as attributed to Sullivan (1896). In this case, the functional requirements of portable training programs being offered need to be established before developing apps or the learning system to deliver those programs. Further, apps must be designed to: (1) connect learners, instructors and practitioners; and (2) facilitate collaborative learning from a variety of mobile devices, anywhere in the World, since global personnel and their families are very mobile. Finally, future learning apps must be developed to connect the physical and virtual environments, in order to truly enhance the ubiquitous learning experience for global personnel on the move.
Park (2011) was able to illustrate the conceptual shifts from e-learning to mobile learning where at some point the devices and systems may disappear. While we arrive at a future where learning may be embedded into everything, it makes sense to improve mobile learning by concurrently designing tools (mobile devices) and learning processes (pedagogy, strategies and methodologies) to meet the desired learning objectives. The next paragraphs present the evolution of one of such a system, collectively known as “Coursewell,” as well as the enabling technologies used to connect students (knowledge seekers) directly to instructors (knowledge providers) and practitioners (business/industry) via natively-designed applications and mobile devices.
The first programmatic decisions for the certification training program was to determine the objectives or functional requirements of the program, since they will have a critical impact on the resulting instructional content and the corresponding systems and software applications. The influence of these early decisions over the entire process is profound. Further, the course designers must clearly define the project’s functional requirements, or FRs, since they will greatly influence other design decisions that follow. This axiom is summarized as:
Axiom 2: Early Curricular Decisions Greatly Affect the Final Design Outcome
Additional axioms have been described by Suh (2001), namely: (1) the Independence Axiom and (2) the Information Axiom. The first axiom states that the systems’ Functional Requirement (FRs) must be independently satisfied, while the second axiom states that designers should minimize the information content (Rodriguez, 2011). Although within the context of learning, it should be mentioned that the individual context should be integrated with the collective contextual experience. To wit, individually satisfying a requirement may be fine for software development, but this may not benefit the gestalt of the learning experience. Understanding this precept, the general axiom can still be captured as:
Axiom 3: Functional Requirements Must be Independently Satisfied
After determining the students’ needs (i.e., access lessons on the move, adaptability, short attention spans), the research established a series of functional requirements (FRs), as follows.
a. Course content and offerings must adapt to the student learning style.
b. Provide various ways to learn the material (i.e., games, forums, etc.)
c. Facilitate access to collaborative discussion forums and project in order to increase student collaboration with each other.
d. Software apps must be able to assess each of the learning objectives, as soon as the students complete a lesson.
e. Content must be divided in to small manageable units for short attention spans, based on specific learning objectives (LOs)
f. System/apps must provide immediate feedback to the learner.
Before discussing the mobile computing development effort, let’s briefly describe the adaptive learning pedagogy used in the certification training program. Adaptive learning is a computer-based instructional methodology in which users (students, faculty and practitioners) are able to learn and teach based on their learning abilities, needs and wants (Wikipedia, 2013). An adaptive system is capable to modify lessons depending on difficulty (or interest) and provide adequate time to complete. Generally, using cognitive scaffolding (Fernandez, G., 2003), users are presented short lessons or modules. The answers to the subject questions are evaluated by the system to provide formative and summative assessment. Quizzes and tests, among other formative learning activities, are pre-designed for specific learning objectives. The adaptive learning program is focused on designing and delivering fully-adaptable certification training courses and modules to respond to students’ needs and demands.
Functional Requirements: The enabling technology has been in development for about 18 months. And it builds upon robust Open Source Learning Management System (LMS) technology. The project was initiated for learning through mobile devices. And, early on, it was decided to have two teams of student researchers working concurrently. One team of management students researched the needs of the certification training participants and defined the functional requirements, while a group of computer science/software engineering students started working on the software development architecture with a clear understanding of the basic axioms and functional requirements discussed above.
The above figure shows some of the features of the enabling technology, named “Coursewell.” Essentially, it consists of natively-design apps and systems that have been developed specifically for enhancing the forum discussions and interaction among certification program participants.
Both the business student group and the computing group met with the principal investigator to review the objectives, functional requirements and program features on a weekly basis. The analysis started by drawing the use case diagrams illustrated in Figure 2. These diagrams are a model or representation of the proposed user’s interactions with the system. And they depict the specifications of a use case, i.e., list of steps, defining interactions between a role (actor) and a system (Jacobson et al, 2011). The top diagram on the left specifies that the user will be able to login and change settings, while the diagram on the right specifies that the user will be able to view courses, course stream and profile, after logging on. The bottom diagram specifies the content and mobile learning features.
As illustrated in Figure 2, the app and system users (learners on the move) are able to view the assignments posted by the instructors and practitioners as well as short “to-do” lists to keep the student attention and focus on the learning tasks at hand. In addition, students are able to view and take quizzes targeted to assess each of the short lessons at hand, after reading and engaging in the posted content (i.e., brief articles, short videos, simulations, situations, problems). More importantly, users are able to participate (reply or post) on discussion forums created by the instructors in collaboration with practitioners. Participants are also able to view and spend as much time as needed in the learning modules (i.e., articles, links, videos, annotated slides and so on). Students can view the class roster and directly contact the instructor, practitioners and their peers. Finally, they can view their grades, as soon as posted. Finally, within the Home-page’s “About” menu, users are able to provide feedback and suggestions to the software developers as well as rate the application.
Systems Architecture
Rather than the approaches followed by many Massively Open Online Course (MOOC) providers (Yuan, L. and Powell, S., 2013, Coursewell apps and system offer a personalized learning experience with an experienced instructor at the helm. In all courses, the Coursewell team involves students, faculty and industry practitioners.
The following discussion is aimed at capturing the analysis and systems development of the Coursewell architecture. And it is organized to facilitate the project understanding for future developers. To increase the content relevance to ubiquitous learning, the authors discuss the values and the pros of the centralization of resources offered by the Open Systems LMS architectural paradigm.
The original Coursewell team of students finished the essential development tasks and the project took on a new goal of creating a Web App. So far, the project presence on the Internet has been formed through the website at www.coursewell.com using open source web development software (WordPress, 2013). Most of the Learning Management System (LMS) server development was performed by computer science research assistants. And it’s accessible to global learners via lms.coursewell.com. Readers and course developers (instructors) may request free access by writing to admin@coursewell.com. The presence among mobile device users has been advanced through three separate developments: (1) a naively-designed mobile application for Windows Phone (WP) 8 operating system; (2) a naively-designed mobile application for Android platform; and (3) a naively-designed developed a mobile application for iOS platform.
After the initial research team completed their efforts, the idea of having a centralized mobile app was proposed. Thus now, the goal is to centralize CourseWell development into a Web App, that is, an app that is run on the server and accessed through a web browser. This way, development cost can be minimized and CourseWell accessibility can be maximized. The initial supposition entailed working with HTML5 technology to make www.coursewell.com more mobile friendly. The initial CourseWell team’s goal was to use HTML5 technology and built mobile applications for all mobile platforms. Figure 3 shows the bifurcation of these implementations.
Both of these implementations have advantages and disadvantages. When the developed code is hosted on the server, the performance of the code may not be as good as code running natively on a device. However, this is subject to: (1) the optimization of the translator and (2) how well is the code written (with HTML) and translated into native code. Researchers discussed the differences in implementation in order to meet the concurrent design efforts (pedagogy and technology). And it was decided to develop a mobile interface for mobile device (i.e. smartphone, tablets). And work on a mobile User Interface (UI) through web development to match the FRs. That is, write code, host it on the server, and display the UI through HTTP request (from the browser) to facilitate the desired pedagogy (i.e.,short attention spans; etc.)
One advantage of developing the mobile UI, as proposed, is that it fills a niche. The Open Source LMS (or Canvas) was originally designed by Instructure™. And, at the moment of this writing, Instructure Inc. has released their mobile application for Android and iOS platform. However, they have not optimized their web version when browsed with a mobile device. Originally, the time allocated to create a prototype for the Web App was three months. As of this date, the Web App development has passed half of that time frame. Due to the explorative nature of this project, the time required for a prototype was extended another three months.
Currently, Coursewell website implementation composed of few separate components. Two components will be discussed here: the general website www.coursewell.com and the Open Source LMS. The current setup and integration of www.coursewell.com is shown in Figure 4. There is a difference between the implementation of www.coursewell.com and lms.coursewell.com even though they may seem to be one entity. Understanding the different implementations can clear ambiguity.
Beside the main LMS hosted with Amazon Web Service (AWS), there is also a development and testing server hosted within the hosting university domain. The research team configured the development server to be accessed through Secure Shell (SSH). And development of new Coursewell Mobile Website is currently taking place on that shell.
Figure 5 provides a visualization of the development process. Since the previous LMS version, the development server at coursewell.cs.fgcu.edu has been updated to match the setup at lms.coursewell.com. And the current state of the development server is nonoperational. Due to new updates, the different components needed to run the LMS are not working together. Coursewell and the contains setup information for both of the following servers: coursewell.cs.fgcu.edu and lms.coursewell.com. The Canvas LMS is a massive collection of code; there are, roughly estimated, about 1 million lines of code. To understand and effectively developed features for Canvas LMS, an IDE should be used. Currently the development setup use Eclipse IDE and plugins (Aptana, 2013).
It should be mentioned that in addition to the main Open Source LMS hosted with Amazon Web Service (AWS), there the developers implemented development and testing server hosted within the university campus. This test server was configured as the development server to be accessed through Secure Shell (SSH). Development of Coursewell Mobile Website is currently taking place on that server. Figure 5 provides a visualization of the development setup.
Since the previous version, the development server at coursewell.cs.fgcu.edu has been updated to match the setup at lms.coursewell.com. The current state of the development server is nonoperational. Due to new Open LMS updates, the different components needed to run the LMS are not working together. Coursewell documentation (2013) link in the References contains setup information for both of these servers, namely, coursewell.cs.fgcu.edu and lms.coursewell.com.
It should be noted that the Open LMS is a massive collection of code and there are roughly an estimated about 1 million lines of code. To understand and effectively developed features for this Open LMS, an Integrated Development Environment or IDE should be used. Currently the development setup uses Eclipse IDE and plugins (Aptana, 2013). For instance, the development setup for a developer with Windows Operating Systems is as follows:
● Install Eclipse 3.6 or above
● Install Aptana Plugin
○ Help > Install new software : http://download.aptana.com/studio3/plugin/install
● Download Canvas LMS source code (Git Website) alternatively, use Git to fork.
● Create new project
● Import Open Source LMS source code (as File System)
There are a few software components within CourseWell development project. And let’s now focus on the components located on the server that make the Open LMS operational. Figure 6 provides an overview of how these components operate together to serve content upon client’s request.
The Open Source LMS (or CANVAS) is a simplified entity. When analyzed, its operation required the integration of multiple advanced web technologies. The website lms.coursewell.com, or any website produced by a server hosting this LMS (e.g., coursewell.cs.fgcu.edu), is dynamically generated by code written in Ruby. All functionality of this LMS is written in Ruby language and operates through Rails framework. Each webpage (e.g., Course, Assignments, Grades, Calendar) within the LMS is generated dynamically by the Canvas Application (CA). In Figure 6, after a user’s HTTP request is relayed from Apache2 server to the CA, the request will be parsed by CA, then routed to a corresponding controller and eventually generate a display. This is how the LMS is able to perform many “functionalities” through the different routing options and corresponding controllers. Figure 7 visualizes this operation in more detail.
The role of the Apache Server within the LMS is to listen to and validate HTTP requests. Apache also maintains the domain’s name of the current host (the computer) when it is accessed from the Internet. This component’s functionality can be abstracted from this research project and a Mobile Web App developer would only need to understand HTTP requests from the Internet are received by Apache server, and then relayed to Phusion Passenger (2013) software.
The role of Phusion Passenger (2013) is to aid Apache server (software), since the Apache server was not designed to execute web app. A few factors are involved with the integration between Apache server and Apache. Detailed documentation can be found in Phusion Passenger relationship with Apache (Phusion Passanger, 2013). In order for Phusion Passenger to run Ruby on Rails application (i.e. Canvas Open Source LMS), the two entities must be integrated. Detailed documentation of this integration can be found in Phusion Passenger relation with with Ruby and Gems. During the initialization of a Ruby on Rails application, Passenger must load this application onto its application pool (a collection of redundant copies for performance purposes). For further discussion, the reader may seek the Phusion Passenger (2013) architecture which provides an overview how Phusion Passenger was designed. Rails framework is one way of organizing Ruby code. This framework could also be understood as a standard of writing application. Through this standard, functionalities and integration can be maximized through reused of the codes (the codes that define ways certain functionalities must be implemented).
It should be mentioned that Rails (2013) follows the ModelViewControl (MVC) architecture. When source code is designed within this architecture, it can take advantage of Rails function that route URL to certain Controller without dealing with the server that received the HTTP request. And it can take advantage of Rails function that build database relationship through Model without dealing with databasespecific commands. Rails for Zombie can provide a tutorial for handson experience with Rails’ MVC architecture. As seen above, the language within Canvas Open Source LMS is mainly Ruby. Although there are a few HTML and CSS source code lines, most of the software is written in Ruby. In order to extend functionality of the Open Source Canvas LMS, the developer must know Ruby. Also, in order for Canvas LMS to function properly, it must have all the dependent Gems installed. This can be very challenging when Canvas LMS has many released updates, and Gems’ untamed nature. Gems are like a library in languages such as C++ or packages in Java, except that it’s not as stable because of the fast development nature of web technology and constant update to codes.
Conclusions
Concurrently designing the mobile learning pedagogy and the mobile learning computing environment can be very powerful for those willing to try this approach. Further, by having clear objectives and functional requirements, the required system integration allow the developers to simultaneously be developing the instructional program while writing source code more effectively within this project environment.
To wit, Coursewell adaptive mobile learning system offers a potential for truly mobile learning and has tremendous potential to avail learning to anyone with a smart phone or other mobile devices. As discussed, it overcomes the constraints of distance, time and cost experienced in traditional campus-based learning by providing the advantages of a mobile education system and apps that connects students, faculty and practitioners everywhere.
Coursewell adaptive, mobile collaboration learning system and applications are delivering valuable, individualized, quality education to business, industry and government by including teams of faculty and practitioners in the instruction and development of courses. In addition, Coursewell has been able to provide a way to support faculty/student research and scholarship endeavors.
Now that the main mobile-education software development efforts are completed, Coursewell enters the next developmental stage. For instance, Coursewell envisions evolving its technology into a more sophisticated multi-modal (Sankey, M. et al., 2010) learning system that fully integrates the learning space with the workplace as well as the physical and virtual space. This notion is directly drawn from a concurrent research project titled uCollaborator---which involved several universities and consisted in developing a human-centered computing framework for improving teamwork and transforming the human-computer interaction experience for distributed teams (Rodriguez, W. et al., 2010.)
As Coursewell evolves, it would be possible to connect teams of workers and learners that are geographically dispersed and interact at different times. Pursuant to the uCollaborator framework, it would achieve this goal through a multimodal team interaction interface realized through a reconfigurable open architecture. “Researchers at Florida Gulf Coast University, University of Central Florida, Florida Institute of Technology and Cognitive Information Science Laboratories have conceived this framework to integrate: (1) an intuitive speech- and video-centric multi-modal interface to augment more conventional methods (e.g., mouse, stylus and touch), (2) an open and reconfigurable architecture supporting information gathering, and (3) a machine intelligent approach to analysis and management of heterogeneous live and stored sensor data to support collaboration. The open architecture has five reconfigurable layers: input layer, process and storage layer, visualization layer, analysis layer, and decision layer.” (Rodriguez, W. et al., 2010).
When the above system is fully implemented, future learners would be able to draw data from sensors in the physical world (i.e., say vibration in bridges; or monitoring temperature or stress on objects or persons). Faculty and practitioners would be able to share data (numbers, images, videos, simulations) in real-time with students participating in a class. This data could be used to develop virtual simulations that are displayed on the Coursewell mobile learning environment. So, the class discussions could be based on both theory and practice. Finally, this research allowed a group of students in business and computer science/software engineering to work collaboratively. And the results were outstanding. Next step is to continuous to test and improve both content delivered and the associated technology, based on students feedback.
References:
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Appendix
Coursewell LMS documentation, Retrieved from: https://lms.coursewell.com/doc/api/
Phusion Passenger relationship with Apache documentation webpage, Retrieved from: http://www.modrails.com/documentation/Users%20guide%20Apache.html
Phusion Passenger relationship Ruby and dependent Gems documentation, Retrieved from: http://www.modrails.com/documentation/Users%20guide%20Apache.html#relations hip_with_ruby
Phusion Passenger Architecture documentation, Retrieved from:
http://www.modrails.com/documentation/Architectural%20overview.html
Rails for Zombie website, Retrieved from: http://railsforzombies.org
Acknowledgements
The first author wishes to acknowledge the development’s efforts of Florida Gulf Coast University’s Research Assistants: Victor Fernandez, James Royal, Arnold Fernandez, Ngan Nguyen-Huynh as well as the concurrent course development efforts by Teaching Assistants: Noemi Montejo, Rita Effing and Amanda Eisenga. The first author also thanks the Department of Defense and MedCerts LLC for sharing their experiences and survey results.
uCollaborator Project - Patent
The uCollaborator Coalition for Excellence (uCE, pronounced "you see") is: (1) conducting research in high-risk/high-value areas; (2) creating an open platform; (3) evaluating prototypes and transfer technologies to Florida companies via licensing and application service provider (ASP) agreements.
Supporting State Agenda: Florida plans to position itself as "a global leader in knowledge-based jobs, leading-edge technology and competitive enterprises in the 21st Century." "This is no far-fetched intention. More than 1,000 of Florida's leaders in business, education, government and economic development have committed to the goal - striving to create globally competitive businesses, well-paying jobs and higher quality of life for Floridians."]
http://www.floridaresearch.org/
Industry Need and Outcome: Need: Distributed teamwork continues to impact business competitiveness as collaboration across time and space becomes increasingly frequent in the workplace. Yet, no technology has fully developed or integrated the potential for ubiquitous collaboration; that is, collaboration linking both geographically distributed people and data. While there is a plethora of groupware products on the market, coordinating teamwork in an efficient and effective manner continues to be a major challenge for both public and private organizations. Currently collaboration is supported piecemeal by technologies such as groupware (i.e., electronic bulletin boards, chat systems, document-sharing, virtual multiplayer gaming and video- and teleconferencing, among other technologies) designed to support communication and coordination activities among distributed co-workers. Additionally, none have leveraged the potential utility of distributed and embedded sensor technologies for supporting real-time collaboration. Thus, a unified ubiquitous collaboration (uCollaborator) technology industry still remains to emerge, particularly one that effectively integrates tools and methods arising out of engineering, modeling and simulation, and the organizational and behavioral sciences. Florida already possesses a vibrant information technology and modeling and simulation industry and, by building on its strengths, it can be the hub for the emergence of an important new facet of this niche market.
Meeting the National Agenda: The highest IT-research priority is creating systems that interact with the physical world. That means things like sensor networks -- tiny, self-powered motes that spread through the environment, collecting data on pollution, or climate, or population movements and relay it back to users." [Source: President's Council of Advisors on Science and Technology Report as quoted in The Chronicle of Higher Education (7/18/2007)
The challenge is to develop a robust and open technology based infrastructure that supports high performing teams of people who deploy their talents, knowledge, organizational skills and systems thinking to achieve results. This challenge is true regardless of the team or industry: from civil infrastructure, project-management and product design teams, to surgical and emergency response teams, to sports as well as global supply chain operations (including wholesale distribution).
Solution: The workplace of the future is rapidly evolving into distributed workgroups that overcome the barriers created by geographical distance and time. Unlike current communication devices and systems, such as Apple's i-Phone (see www.apple.com/iphone) and HP Halo (see http://www.hp.com/halo/), the uCollaborator research and commercialization effort will connect the virtual and physical world using visual simulation and distributed sensor technologies that have been under active independent and collaborative research by various members of our team during the last 15 years. The integration of the virtual world via simulation and the physical world via sensor technologies with collaboration tools provides a mechanism to add content, expertise, virtual or replacement team members to support the dynamic solving of complex problems -any where and at any time. Outcome: The deliverable is the prototyping and commercial licensing of an open collaboration platform as well as the designing of a family of uCollaborator devices, systems and services.
University Capabilities
This uCollaborator Project was supported by Florida Gulf Coast University which is situated in the heart of Southwest Florida and is the economic catalyst for the region---generating more than $240M annually in economic impact. Established as the 10th university in the State University System it is the fastest growing public university in Florida. Enrollment has skyrocketed to over 9,300 in 2007-2008 and FGCU's infrastructure has grown to about 60 buildings today. FGCU has been keenly aware of the nexus between education, research, sponsored programs and regional economic development. FGCU in its brief 10-year history has generated more than $90-Million in sponsored programs and research and has benefited from numerous public-private partnerships that have accelerated the University's development. For instance, both the Lutgert College of Business and Whitaker School of Engineering and Computer Science have benefited from significant endowments to build state-of-the-art laboratories and innovative instructional facilities. Recently, two of our Co-PIs assisted the City of Fort Myers in obtaining a federal grant to establish its $3-Million incubator. uCollaborator, along with new related ventures, will be located in this Florida Southwest incubator----leveraging state, federal and private resources.
In addition, University of Central Florida researchers were involved. UCF established in 1963 as Florida Technological University with a focused mission to produce scientists and engineers to meet the rapidly growing needs of technology companies and NASA. As a result, from its beginnings, UCF has focused on partnerships with companies, government and the community. Since graduating the first class of 1,948 students in 1972, UCF has grown to become Florida's second largest public university and the sixth largest in the nation with nearly 49,000 students and over 1700 faculty. Classified as a Research University, UCF conducted over $121 million of sponsored research in FY2007. UCF's Institute for Simulation and Training (IST) alone conducted over $14.1M of sponsored research in FY2007. While the 95 undergraduate, 97 master's and 28 doctoral programs offered today span all disciplines, UCF is internationally known for its research and partnerships in Simulation, Training & Modeling, computer science & engineering and lasers & optics. IST integrates a wide range of scientific disciplines including psychology, computer science, mathematics, and others to conduct applied research and development. Facilities such as the Team Performance Lab, Interactive Realities Lab, Media Convergence Lab, Mixed Emerging Technology Integration Lab and others enable IST to partner with world leaders from industry, academia, government and nonprofit organizations to focus on human centered modeling and simulation (allowing a person interacts with the simulation when it is running such as a flight simulator) or modeling human cognitive and psychomotor activity. With a strong emphasis on commercialization of research results through licensing and spin-out companies, UCF programs have become "best practices" models being emulated by other academic institutions.
Further, we had the participation of Florida Institute of Technology faculty and researchers. FIT (Florida Tech) is an accredited, coeducational, independently controlled and supported university. It is committed to the pursuit of excellence in teaching and research in the sciences, engineering, technology, business and related disciplines. Today, over 4,700 students are enrolled. Doctoral degrees are offered in 20 disciplines, while more than 60 master's degrees are offered. Its technical research centers are relevant to this proposal. Relevant to the uCollaborator activities are FIT's multidisciplinary Applied Research Laboratory (ARL) facility and the Center for Aviation Human Factors (CAHF) Lab. These support research and graduate student training across a number of areas related to our center including psychology and neural network-based autonomous sensing systems along with simulation technologies for assessing process and performance in complex collaborative environments. In FY05, university research faculty expended $7.7 million to buy equipment, support students, pay salaries and to cover general expenses. The university has received appropriated research funds totaling almost $2.5 million for the Florida Tech Hydrogen Research Center and the National Center for Small Business Information. Recently, the university received another $1.5 million for equipment from the National Science Foundation.
Plans for Self-Sufficiency: Leveraging current funded and related research at the proposing institutions, the uCollaborator Coalition for Excellence (uCE) has pursued a self-sufficient strategy even from its early stages. Our team has existing component level research relevant to this proposal. Support from government agencies and venture capitalists will enable us to rapidly scale up our interactions with industry to focus even more extensively on market needs. Industry, in our context, includes technology development firms (e.g., FYI Corp, XYZ Solutions Inc, Engineering and Computer Simulations Inc) and users (e.g. supply-chain, application service providers, and healthcare and public safety agencies, among many others). uCollaborator devices and systems will be licensed to companies that would target specific markets (healthcare, wholesale distribution, first responders, sports teams, corporate business, small businesses and many others) as well as Application Service Provider (ASP) depots. Through integrated marketing strategies (i.e., industry outreach, communications, public relations and marketing), businesses will learn about the significant return on investment uCollaborator offers and how they can exploit the technology to create real business value.
Refereed Journal Publications (AACSB Classification: Basic Research, Applied Research, Instructional Development)
1. Rodriguez-Ramos, W.E., and Francis, R., "Single Crane Location Optimization," Journal of Construction Engineering and Management, American Society of Civil Engineers, Vol. 109, No. 4, pp. 387-397, Dec. 1983. (Basic Research). Co-Authored with Ph.D. Co-Advisor, Dr. Richard Francis, ISE, U. of Florida.
2. Rodriguez-Ramos, W.E., "Construction Crane Energy-Efficient Operations", Energy Conversion and Management - An International Journal, Oxford, England: Pergamon Press, Vol. 27, No. 1, pp. 274-277, February 1987. (Basic Research)
3. Rodriguez-Ramos, W.E., "Micrographics Construction Layout", Journal of Microcomputers Applications, Vol. 6, No. 6, pp. 27-30, Research Triangle Park, N.C.: ACCESS, November, 1987. (Applied Research)
4. Rodriguez-Ramos, W.E., "Visual Propositions for the Integration of CADD and TRAD", The Engineering Design Graphics Journal, Engineering Design Graphics Division (EDGD), American Society for Engineering Education (ASEE), Vol. 51, No. 3, pp. 17-23, Autumn 1987. (Basic Research)
5. Rodriguez-Ramos, W.E., "Design of Microcomputer Graphics User-Interface to Improve the Information System Dialogue", Journal of Information Management, Vol. 4, No. 4, pp. 285-303, Boston, Mass., December, 1987. (Applied Research)
6. Rodriguez-Ramos, W.E. and Jones, B., "Animation Tools for Extra-Terrestrial Construction", Journal of Aerospace Engineering, American Society of Civil Engineers (ASCE), Vol. 1, No. 4, pp. 238-247, October, 1988. (Basic Research)
7. Rodriguez, W.E., "Axiom-based Spatial Analysis and Visualization", Journal of Theoretical Graphics and Computing, Society for Theoretical and Computational Graphics (STCG), Vol.1, No.1, pp. 43-55, December, 1988. (Basic Research)
8. Rodriguez, W.E. and Harrell, J., "User Performance Monitoring Tool for Graphics Interfaces", Journal of Theoretical Graphics and Computing, Society for Theoretical and Computational Graphics, Vol. 2, No. 1, June, 1989. (Basic Research)
9. Rodriguez, W.E. and McWhorter, S., "The Graphics Data Exchange Problem", Journal of Theoretical Graphics and Computing, Society for Theoretical and Computational Graphics, Vol. 2, No. 2, December, 1989. (Basic Research)
10. Rodriguez-Ramos, W.E., "Interactive Engineering Graphics" (in Japanese), Journal of Graphic Science of Japan, No. 48, December, 1989, pp. 37-41. (Basic Research)
11. Opdenbosch, A. and Rodriguez, W., "Reverse Ray Tracing Technique for Complex Surface Visualization", Journal of Theoretical Graphics and Computing, STCG, Vol. 3, No. 1, August 1990, pp. 31-36. (Basic Research)
12. Rodriguez, W.E., "A Dual Approach to Engineering Design Visualization", Journal of Engineering Design Graphics, ASEE, Vol 54, No. 3, Autumn, 1990, pp. 36-44. (Instructional Development)
13. Rodriguez, W.E., "Graphical Optimization of Radial and Angular Paths", Journal of Theoretical Graphics and Computing, Society for Theoretical Graphics and Computing, Vol. 3, No. 1, August, 1990, pp. 23-30. (Basic Research)
14. Rodriguez, W., and Salthouse, T., "Spatial Visualization Research Survey", Journal of Theoretical Graphics and Computing, STCG, Vol. 3, No. 2, December 1990, pp. 78-83. (Basic Research)
15. Rodriguez, W., "Design as an ISI Process", Journal of Theoretical Graphics and Computing, STCG, Vol. 3, No. 2, December 1990, pp. 64-70. (Basic Research)
16. Opdenbosch, A., Patterson, W., and Rodriguez, W., "Visual Simulation of Construction Hoisting Operations", Journal of Theoretical Graphics and Computing, STCG, Vol. 4, No. 1, 1991, pp. 59-68. (Basic Research)
17. Opdenbosch, A, and Rodriguez, W., "Visualizing Parametric Surfaces with the Enhanced Reverse Ray Tracing Technique," Journal of Theoretical Graphics and Computing, STCG, Vol. 4, No. 2, December 1991, pp. 69-82. (Basic Research)
18. McWhorter, S., Rodriguez, W., and Hodges, L.F., "The Performance of Graphical User Interfaces in 3-D Interactive Animation Environments,” Engineering Design Graphics Journal, ASEE, Volume 56, Number 3, Autumn, 1992, pp. 12-17. (Basic Reseach)
19. Rodriguez, W., "Visual Simulation: Considering the Dynamic Nature of Construction," Construction Business Review, Vol. 2, No. 4, July/August, 1992, pp. 56-61 (Note: A research-oriented version of this article was presented at the NSF Structures, Geomechanics and Building Systems Conference, June 10-12, 1992.) (Basic Research)
20. Rodriguez, W., Opdenbosch, A., Ferrier, A. and Patterson, W., "High Level Design of the Interactive Construction Visualizer," Journal of Theoretical Graphics and Computing, Volume 5, Number 1, pp. 1-10, 1992.
21. Opdenbosch, A., Ferrier, A. and Rodriguez, W., "An Effective Procedure for Improving Camera Manipulation in Interactive Environments," Journal of Theoretical Graphics and Computing, Vol. 5, No. 2, 1992, pp. 11-16. (Basic Research)
22. Opdenbosch, A., and Rodriguez, W., "Interactive Visualizer: Object and View Manipulation Algorithms," Journal of Theoretical Graphics and Computing, Vol. 6, No. 1, 1993, pp. 48-57. (Basic Research)
23. Rodriguez, W., and Opdenbosch, A., "VRS: Virtual-Reality Simulator," Journal of Theoretical Graphics and Computing, Vol. 6, No. 2, 1993, pp. 58-70. (Applied Research)
24. Rodriguez, W. and Opdenbosch, A., "Design-Implementation-Based Simulation: A Graphics Tool," Engineering Design Graphics Journal, ASEE/EDGD, Volume 59, Number 1, Winter 1995, pp. 18-26. (Applied Research)
25. Rodriguez, W. , "Principles of Design and Communication," Engineering Design Graphics Journal, ASEE/EDGD, Volume 59, Number 2, Spring 1995, pp. 13-24. (Basic Research)
26. Rodriguez, W., “Web Classroom of the Future: Integrating Course Management Software in a Java-based Environment, Interactive Multimedia Electronic Journal of Computer Enhanced Learning (IMEJ), Vol. 2, No. 1, April 2000, pp. 1-9. [This was an invited journal paper submission---accepted August 5, 1999.] (Instructional Development).
27. Rodriguez, W., et al., “Information Technology Strategies for Internet-based Education,” Journal of Informatics in Education and Research (JIER), International Academy for Information Management, Vol. 3, No. 1, Spring 2001, pp. 26-40. (Instructional Development)
28. Rodriguez, W., “Information Technology Dominance Florida Gulf Coast University,” Communications of the Association of Information Systems, Volume 5, Article 5, February 2001, pp. 1-41. (Applied Research)
29. Rodriguez, W., “New Multi-lingual Interface for the Web Classroom of the Future,” Journal of Information Systems Education, status: submitted for review. (Instructional Development)
30. Sansone, C., Rodriguez, W., et al., “Best Practices for Motivating Students in e-Courses,” AASA Journal, Volume 25, No. 2, pp. 36-42, Winter/Spring 2002. (Instructional Development)
31. Rodriguez, W. “E-Business Method: A Cyclical Model for Internet Commerce Development,” Journal of Internet Commerce, Volume 2, Number 3, 2003. ISSN: 1533-2861 (Basic Research)
32. Rodriguez, W., Opdenbosch, A. and Santamaria, C., “Managing Construction Operations Visually: 3-D Techniques for Complex Topography and Restricted Visibility,” ASEE Engineering Design Graphics Journal, Vol. 70, No. 2, pp. 6-15, 2006. (Applied Research)
33. Rodriguez, W., “The Case for Públicos Adaptability: Toward Sense-and-Response Business and Public Administration,” International Journal of Business and Economics, Vol. 1, No. 1, pp. 71-78, 2006. (Basic Research)
34. Rodriguez, W. “E-Business Operations Shift: From Supply Chain Management to Sense-and-Response Systems,” Journal of Internet Commerce, Vol 5, No. 4, pp. 73-87, 2006. (Basic Research)
35. Rodriguez, W., Zalewski, J., and Kirche, E., “Beyond Intelligent Agents: E-Sensors for Supporting Supply Chain Collaboration,” International Journal of E-Collaboration, Vol. 3, No. 2, pp.1-15, 2007 (Basic Research)
36. Rodriguez, W. and Wilhelm, R., “Insourcing Operations Resource to Enhance National Competitiveness,” International Journal of Business and Public Administration, Vol. 4, Number 1, pp. 124-138, 2007 (Basic Research)
37. Këpuska, V.Z, Gurbuz, S., Rodriguez, W., Fiore, S.M., Carstens, D., Converse, P. and Metcalf, D.., uC: Ubiquitous Collaboration Platform for Multimodal Team Interaction Support, Journal of International Technology and Information Management, Vol. 17, Issue 3/4, 2008.
38. Rodriguez, W., Fiore, S.M., De Welde, K., Carstens, D.S., Kepuska, V.Z., "Ubiquitous Collaboration (uC) Learning: Connecting the Physical and Virtual Worlds" Ubiquitous Learning: An International Journal, 2(2), 2010 (Basic Research).
39. Rodriguez, W., “An Axiomatic Approach to Digital Enterprise Design: From Conception to Realization,” Design Principles and Practices: An International Journal, 5(5), 673-682, 2011, http://www.Design-Journal.com (Basic Research)
40. Fiore, S.M., Rodriguez, W.E. and Carstens, D.S., “uCollaborator: Framework for STEM Project Collaboration Among Geographically-Dispersed Student/Faculty Teams,” Journal of STEM Education, 13(2), pp. 22-30, 2012.
41. Rodriguez, W. (2012) “PULP: Portable Ubiquitous Learning Platform,” Ubiquitous Learning: An International Journal, 4(2), 47-55 (Basic Research)
42. Eisenga, A., Jones, T. Rodriguez, W. (2012) “Investing in IT Security: How to Determine the Maximum Threshold,” International Journal of Information Security and Privacy, 6(3), 75-87 (Basic Research)
43. Carstens, D.S., Rodriguez, W. and Wood, M.B. (2014) “Task and Error Analysis Balancing Benefits over Business of Electronic Medical Records,” International Journal of Electronic Healthcare, 7(4), 331-348. (IJEH, ISSN: Print 1741-8453 [Per Editor, the acceptance rate for Int. J. of Electronic Healthcare was 16 percent for 2012-2013. For the calendar year (2013 alone) it was 12 percent.]
44. Rodriguez, W. E., Huynh, N. N., Fernandez, A., Royal, J., Fernandez, V. (2015). Developing a Mobile Learning Environment: An Axiomatic Approach. Journal of International Technology and Information Management, 23(3/4), 45-60. Basic Research
45. Hoop, J.A. & Rodriguez, W. (2016). Avionics Market Forecasting: Comparing the Performance of Artificial Neural Networks Forecasting with Traditional Forecasting Techniques, International Journal of Aviation Sciences, 1(1), 31-40. Basic Research
46. Schwart, A., Peterson, D. & Rodriguez, W. (2016). Investigating the Effectiveness of Ubiquitous Learning Environments, Ubiquitous Learning: An International Journal, 9(4), 55-71 (Basic Research) www.ubi-learn.com ISSN: 1835-9795 (Print)
47. Shinn, A., Nakatani, K. & Rodriguez, W. (2017). Analyzing the Role of the Internet-of-Things in Business and Technologically Smart Cities, Journal of International Technology and Information Management, 6(4), 149-158. Basic Research
48. Zalewski, J., Gonzalez, F., Guo, D., Kirche, E., Rodriguez, W. (2017). Internet of Things and Its Potential Impact on Business. Warsaw Management University Research Yearbook, Faculty of Management, 11(1-4), 147-166.
49. Rodriguez, W., Bass, T., Souza, D., Lynch, J., Lystad, M., White, A. (2019). Ubiquitous Learning: Improving Persistence via Student-Support Applications. Ubiquitous Learning: An International Journal, 12(3), 19-39.
50. Rodriguez, W. and Angle, P. (2020). Can Machine Learning Enhance Human Learning? To appear in Ubiquitous Learning: An International Journal.