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    Faculty Empowerment in Technology

    Enabled Learning using UML Modeling

    to foster Self Regulated Learning

    N.Vivekananthamoorthy

    R. SampathKCG College of Technology

    E.R. Naganathan, Hindustan UniversityChennai,India

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    2

    Plan of Presentation

    Overview

    Introduction

    Changing paradigms

    Opportunities and challenges in Technical Education

    Virtual Learning Environments

    Major E-Learning Systems in Vogue

    Research Gap in E-Learning

    UML Modeling and Self Regulation

    Pilot Study and Experimental Findings

    Web Analytics

    Conclusion

    Future Directions

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    3

    OverviewTechnology Enabled LearningUML Modeling

    Self RegulationFaculty Empowerment

    The responsibility of learning - shifted from teacher to the learner.

    The role of teacher - changed from instructor to facilitator.

    Faculty empowerment - key indicator in fostering Self Regulated

    Learning. A UML based e-Learning Model - Controlled environment in which

    self-directed learners can become autonomous.

    UML Model - helps in conceptualizing an e-Learning framework.

    Self Regulation - can be implemented with UML Design Patterns.

    Pilot Study - Web based experimental set up .

    Free Tools - used for creating web content.

    Faculty - empowered to create e-learning content and provided with

    tools monitoring student learning processes.

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    Introduction

    Advancements in Information and CommunicationTechnologies have opened up new challenges andopportunities in higher Educational Institutions.

    There is steep rise in internet usage around the world duringthe last decade.

    Connectivity and instant access have opened up new vistas

    in many spheres of lives of people. The traditional class room based educational system needs

    transformation to catch up with technology.

    The learners today have opportunities and flexibility of

    learning at any time, any where , and at any pace.

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    Changing Paradigms

    Now the responsibility of Learning has been shifted from teacher

    to the learner.

    The role of teacher has been changed from instructor to facilitatoror mentor of Learning.

    The faculties need empowerment to acquire new skills to facilitate

    this transformation.

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    Virtual Learning EnvironemntProblems & Issues

    VLE is a learning Platform which provides web basedaccess to content ,grades, assessments, and other online

    learning facilities.

    VLE faces problems like Information overload, poorusability , Lost in Hyperspace syndrome.

    Majority of professors primarily use Blackboard a) To post

    course content , b) to calculate grades , and c) tocommunicate with students via the Announcements tool.

    Advanced features like Rubric, Wikis, and blogs are not

    widely used. (Janiess Sallee et al.,2012)

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    Research Gap in E-Learning

    SWEEPING EXPECTATIONS ON E-LEARNING

    Putting the learners in the center of study process andexaggerating their self-directed abilities.

    The new technologies would transform teaching and learning

    process from being highly teacher dominated to student

    centered and the students would develop problem-solving

    abilities, creativity and higher order thinking skills.

    However study by Guri-Rosenblit (2009,2011) ,there exists

    noticeable gap in e-Learning research.

    There is limited research to support these claims.

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    Self Regulation

    Self Regulation Key Indicator

    Since E-Learning heavily depend on shifting the responsibility fromthe Instructor to Learner, Self regulated learning is a key-indicator for

    enhancing the learning outcome of the learners.

    Zimmerman(1990) , David J. Nicol (2006) emphasize learners to

    assume responsibility and control for their own acquisition of

    knowledge and skill.

    Some self Regulated Learning Strategies are a) Self-evaluation b)

    Goal setting and Planning, c) Self-monitoring etc.

    All researchers agree Self Regulation depends on continuous feed back

    of learning effectiveness.

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    Why UML

    Modeling ?

    The Three

    Amigos

    The Unified Modeling Language

    (UML) was developed by

    Grady Booch,

    Jim Rumbaugh and

    Ivar Jacobson

    (the Three Amigos)

    as a way to define large

    complicated systems.

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    Why UML Modeling ?

    In a Software Production Process, the Conceptual Modelsare Key Inputs in the process of Code Generation.

    The Conceptul Models must provide a holistic view of all

    components of the final application and the interactionamong components of the systems.

    The Model should support the structure , behavior and the

    interaction between the users and the system. UML is a defacto standard for modeling Software Intensive

    systems.

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    Why UML Modeling ?

    Modelingcreating simplified representations of various aspects of asoftware system (prior to building it) that convey information about the

    system from a variety of perspectives.

    UML serves as a blueprint that bridges the gap between the world that

    customers, users, and analysts understand and that of the developers,

    engineers, and architects implementing the system.

    UML provides an industry-standard way to model systems before

    building them and to talk about system features and capabilities by

    using an easy-to-understand, ageless graphical paradigm to effectively

    capture requirements and document system design.

    Guus Ramackers

    Oracle principal product manager for UML and cochair of the OMG's

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    Why UML Modeling ?

    software development is fundamentally hard, and theway we counter that complexity is by abstraction.

    The UML permits a team to visualize and construct

    abstractions that transcend the underlyingimplementation language.

    smooth mapping from the highest level enterprise

    architecture abstraction to the software systemabstraction to the implementation in code.

    UML is a single communication tool from inception to

    implementation.

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    Grady Booch about future of UML

    One other thingin terms of where the UML is headedisthat I was blown away recently when I discovered an article

    called The Systems Biology Graphical Notation.

    Apparently it was inspired by the UML as an attempt to build

    a standard for biologists for modeling things within their

    worldthings like mechanisms within cells and the like. So

    thats an example of where the UML has extended its reach

    far beyond whatever I imagined. Thats pretty cool, and italso tells me that the language does have staying power; its

    going to be around here for a long, long time. We do need to

    simplify and refactor it

    Cross talk Nov-Dec-2010

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    Exerpts from Ivar Jacobsons

    Blog- UML is Evolving Distinctive features of the new use cases are:

    As agile and light as you want it to be

    Scaling up, scaling out and scaling in - to meet your

    needs

    Its not just about requirements - it's for the whole

    lifecycle

    It's also for non-functional requirements

    Its not just for software development - it's for business

    as well

    Ivar Jacobson October-2011

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    UML Modeling and Self

    Regulation

    Self Regulation can be easily accommodated in UML.

    An e-learner could be in different states in a course life cycle like

    enrolled, certified , accessing content, taking test, and received score

    card etc.

    The student can be notified at appropriate time his progress in learning

    so that he can adopt different learning strategies which helps towards

    enhancements in his learning outcome.

    UML Design Patterns are helpful in conceptualizing various Self

    Regulated Learning Strategies like goal-setting, Self-evaluation, self-

    monitoring and help-seeking etc.

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    UML Domain Model

    UML

    facilitates to

    represent the

    holistic view ofthe e-Learning

    System in a

    Domain Model

    * receives

    gives 0..1

    having

    *

    sets *

    0..1 *

    0..1 0..10..1 * 0..1 * 0..1 adopts *

    designs takes

    0..1 conducts

    * 0..1 0..1

    conducts * receives

    * *

    supervise

    0..1

    * takes

    * runs 0..1

    0..1 * deploys

    0..1

    contains *

    * browses

    Feedback

    Assignment

    Test

    Course

    Class

    Student

    Goals

    Progress Statement

    Learning Strategies

    Course Administrator

    Topic

    Teacher

    Content

    Assessment

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    UML State Machine

    Diagram

    Students Role in E-

    Learning

    The diagram shows a

    UML state machine

    diagram representing

    students role in E-

    Learning.

    In the course life cycle, a

    student can be in any one

    of different possible

    states.

    For example, when a

    student browses through

    the E-Learning content, he

    moves to the self-learning

    state.

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    Pilot Study and Experimental

    Findings

    Experimental Set-up

    An experimental setup was made which illustrates a typical e-

    learning system.

    A pilot study was done to understand the self regulatory

    behavior of under graduate students of Information Technology

    course.

    A departmental web site is hosted and the faculties uploadcontents on many subjects and topics.

    The tools used are Google Sites, Google Docs etc. Google Sites

    is an easy way to create and share web pages.

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    Snap shot of activities of

    an e-learning site

    Web Site Usage for Three

    Years

    The chart shows a plot

    of the web usage statistics

    for the month of April for

    the years, 2010, 2011,

    and 2012.

    It can be seen from the

    graph that there is a

    steady increase in visitors

    and pages referred for thelast three years.

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    Pilot Study and

    Experimental Reports

    The charts show web

    usage statistics for course

    OOAD for two periods

    namely April-2011 and

    May-2012.

    It can be seen from the

    graph that there is

    increase in page views

    during certain dates. Thesite usage was maximum

    during the exam period.

    WEB SITE USAGE

    PATTERNS

    W b Sit P tt

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    Web Site usage Pattern

    It can be seen from the

    graph that

    Pattern exists in webusage.

    The peak indicating the

    maximum page access for

    course OOAD repeats every

    year during the same period

    during University

    Examinations.

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    Web Site usage pattern

    The chart shows a plot

    of the web usage statistics

    for a period of two years.

    There is pattern in website usage.

    The chart shows the

    combined plot Visits and

    Pages viewed by the

    learners.

    There are peaks and

    valleys in web access.

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    Visits vs Page ViewsScatter Plot

    The chart shows scatter

    plot of the web usage

    There is strong

    correlation exists between

    Visits made and the

    number of Pages viewed.

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    Questionnaire on Learner PreferencesWeb Refer I refer to web material as additional resource in learningDownload notes I have referred to educational web sites like edunotes.in to download

    subject notesGet Overview I strongly prefer to get an overview of the subject before start learningComfortable in Text I like to read the subject in text form and comfortable in understandingHearing Lectures I would like to understand the subject by hearing what the lecturer

    teachesVisual I understand the subject better with diagrams, graphs, charts etc than text

    matter and I like maps to know directionsMultimedia I like to refer to multimedia content like to video to understand the

    subject.

    Text Important I consider textual content is important like use cases are text storiesin UML notation

    Down loadimportant I prefer downloaded notes of all topics are very important inunderstanding the subject, exam point of view.All media important

    I consider audio, visual, text, video content and lab exercises areequally important for gaining knowledge

    :

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    Learning Preferences Survey

    The main idea of Survey was to

    collect the voice of the students based

    on 10 criteria on learning preferences.

    It can be seen from the chart that

    majority of students belonging to two

    groups have responded positively for

    the criteria on learning preferences.

    It can be inferred that E-learning

    framework has a positive impact on the

    focused group and it helps the students

    to enhance their learning outcome better

    than class room lectures.

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    ConclusionThis research work highlighted faculty empowerment as the key

    indicator in fostering self regulated learning.

    A UML based e-learning model was suggested in this work which

    provides a controlled environment in which self director learners can

    become autonomous.

    This study hypothesizes that an UML based model helps inconceptualizing an e-Learning framework with holistic and serial-

    based view and also Self Regulation can be implemented with UML

    Design Patterns.

    A pilot study was done using a web based experimental set up wherea faculty was empowered for creating content, provided with tools for

    monitoring states of student learning processes.

    The student feedback and reports on web analytics confirm that

    there are interesting pattern exists in student learning behavior.

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    Future Directions The present workis preliminary.

    Concrete experimentation needed to support the proposed UML

    Model.

    UML Modeling, Self-Regulated Learning, and Faculty Empowerment

    are separate concepts.

    More experiments and evidence needed to prove that the suggestedmodel helps to improve student learning outcome.

    The pilot study has to be scaled up covering a larger audience.

    More studies

    o

    to establish correlation between site visits, page views andLearning outcomes.

    Educational Data Mining Techniques can be adopted .

    o Automatic analysis of web log data.

    o Generation of visual reports

    o Pattern analysis and knowledge discovery

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    THANK YOUQ & A