ON BEHAVIORAL PROCESS MODEL SIMILARITY MATCHING A CENTROID-BASED APPROACH
|
|
- Jane Riley
- 6 years ago
- Views:
Transcription
1 MICHAELA BAUMANN, M.SC. ON BEHAVIORAL PROCESS MODEL SIMILARITY MATCHING A CENTROID-BASED APPROACH MICHAELA BAUMANN, MICHAEL HEINRICH BAUMANN, STEFAN JABLONSKI THE TENTH INTERNATIONAL MULTI-CONFERENCE ON COMPUTING IN THE GLOBAL INFORMATION TECHNOLOGY (ICCGI 2015) OCTOBER 11-16, ST. JULIANS, MALTA
2 2 PROCESS MODELLING Business process models used for Information system implementation (Re)design of actual workflows Documentation (QM, law) Schematical representation: C F A B E H Task Parallel split Exclusive split/ decision D G
3 3 PROCESS MODEL SIMILARITY MATCHING: PURPOSE AND CHALLENGES Merge multiply modelled processes Detect and reuse similar subprocesses Compare with reference process for compliance Differing vocabulary Manager A B C Differing granularity Repository A Technician B' B'' C' C''
4 4 OBJECTIVES Find corresponding process model elements Get a similarity value to measure similarity (between 0 and 1) Scan Read and CV Scan CV CV Correspondences? Case study and workshop Job interview Similarity value? Interview Make assessment Make overall assessment Application procedure I Application procedure II
5 5 PROCESS MODEL CHARACTERISTICS Correspondences not only in What has to be done? task descriptions (functional perspective) but also in involved agents (organizational perspective) non-human resources (operational perspective) data objects (data/dataflow perspective) execution modality/order (behavioral perspective) Who can do it? With what can it be done? What input/output is produced? When can it be done? Orthogonal perspectives Separate handling also for similarity determination
6 6 PREVIOUS METHODS AND THEIR PROBLEMS 1-to-1 correspondences granularity problem! Lexical matching well researched, but enough? Behavioral matching interleaving with lexical similarity (no orthogonality!) applicable only for 1-to-1 correspondences Scan Read and CV? Scan CV CV Case study and workshop? Job interview Make assessment Interview. The applicant is asked questions Make overall assessment
7 7 NEW APPROACH M-to-N correspondences granularity problem Matching for all five perspectives (among them description and behavior) separately suitable for M-to-N correspondences Scan Read and CV Scan CV CV Case study and workshop Job interview Make assessment Agent A Pen Template T1/Filled T1 Interview. The applicant is asked questions Make overall assessment
8 8 SIMILARITY FOR PROCESS PERSPECTIVES UNDER M-TO-N CORRESPONDENCES Functional perspective: Concatenation of descriptions String operations, stemming, ontologies, etc. CV Scan and read CV Scan Scan CV Read and CV Organizational, Operational, Data/Dataflow perspective: Set-based methods on subject/object identifiers Agent Set 1 Agent Set 2 What about behavioral perspective?
9 9 BEHAVIORAL PROCESS MODEL SIMILARITY Idea: Split up behavior into three orthogonal dimensions assignable to each task position π repeatability ρ optionality ο Determine a centroid for each dimension for each set of tasks induced by the M-to-N mapping Determine similarity through averaged 1-minus-distance of the centroids CV Job interview Make assessment π: 0.2 ο: 0 π: 0.4 ο: 0 π: 0.6 ρ: 1 ο: 0 π: 0.8 ο: 0
10 10 BEHAVIORAL PROCESS MODEL SIMILARITY GRAPHICAL APPROXIMATION Given: M-to-N correspondences (bijective mapping) indicated through colors CV π: = 0.3 π: = Scan Scan CV Case study and workshop Read and CV Job interview π: 0.6 π: Interview Make assessment π: 0.8 π: Make overall assessment positional similarity: 0.98
11 11 BEHAVIORAL PROCESS MODEL SIMILARITY GRAPHICAL APPROXIMATION Given: M-to-N correspondences (bijective mapping) indicated through colors CV = 0 0 Scan Scan CV Case study and workshop Read and CV Job interview ρ: 1 1 Interview Make assessment 0 Make overall assessment repeatability similarity: 0.67 optionality similarity: 1
12 12 VALIDATION Comparison of three methods for measuring behavioral similarity Causal footprints Smallest causal footprints Centroid-based approach A Models G 1 and G 2 show a more similar behavior than models G 1 and G 3 G 1 G 2 B C D AB C DE E G 1 -G 2 G 1 -G 3 CF 80% (294) 64% (414) SCF 88% (90) 63% (108) CBA 100% (30) 33% (30) G 3 A E C B D Similarity and number of calculated intermediate values
13 13 CONCLUSION Starting point: Need for determining similarity of process models Different process perspectives (availability and quality) Various similarity measuring methods for 1-to-1 correspondences Contribution: Similarity measure for behavioral perspective separated from other perspectives and suitable for M-to-N correspondences Result: Assignment of behavior to tasks via three dimensions (position, repeatability, optionality) Centroid-based behavioral similarity measure Low computational effort Still missing (but in progress): Implementation
Course Prerequisite: CE 2407 Adobe Illustrator or equivalent experience
Syllabus: Package Design Continuing Education-FALL 11 CE*2904C Package Design 10 Tuesdays, 7:00 10:00pm, Oct 4-Dec 6 Sarah Gager Lochrie, sarah@sarahgager.com Course Description This course emphasizes
More informationOntologies vs. classification systems
Ontologies vs. classification systems Bodil Nistrup Madsen Copenhagen Business School Copenhagen, Denmark bnm.isv@cbs.dk Hanne Erdman Thomsen Copenhagen Business School Copenhagen, Denmark het.isv@cbs.dk
More informationTHE WEB 2.0 AS A PLATFORM FOR THE ACQUISITION OF SKILLS, IMPROVE ACADEMIC PERFORMANCE AND DESIGNER CAREER PROMOTION IN THE UNIVERSITY
THE WEB 2.0 AS A PLATFORM FOR THE ACQUISITION OF SKILLS, IMPROVE ACADEMIC PERFORMANCE AND DESIGNER CAREER PROMOTION IN THE UNIVERSITY F. Felip Miralles, S. Martín Martín, Mª L. García Martínez, J.L. Navarro
More informationSeminar - Organic Computing
Seminar - Organic Computing Self-Organisation of OC-Systems Markus Franke 25.01.2006 Typeset by FoilTEX Timetable 1. Overview 2. Characteristics of SO-Systems 3. Concern with Nature 4. Design-Concepts
More information5th Grade English Language Arts Learning Goals for the 2nd 9 weeks
5th Grade English Language Arts Learning Goals for the 2nd 9 weeks Skills students should demonstrate at the end of the 2nd 9 weeks of school: Unit 2A Power of Persuasion * Learning Goal: The student will,
More informationDATA MANAGEMENT PROCEDURES INTRODUCTION
CHAPTER 10 DATA MANAGEMENT PROCEDURES INTRODUCTION In PISA, as in any international survey, a set of standard, data collection requirements guides the creation of an international database that allows
More informationFractionWorks Correlation to Georgia Performance Standards
Cheryl Keck Educational Sales Consultant Phone: 800-445-5985 ext. 3231 ckeck@etacuisenaire.com www.etacuisenaire.com FractionWorks Correlation to Georgia Performance s Correlated to Georgia Performance
More informationMassachusetts Department of Elementary and Secondary Education. Title I Comparability
Massachusetts Department of Elementary and Secondary Education Title I Comparability 2009-2010 Title I provides federal financial assistance to school districts to provide supplemental educational services
More information1 Use complex features of a word processing application to a given brief. 2 Create a complex document. 3 Collaborate on a complex document.
National Unit specification General information Unit code: HA6M 46 Superclass: CD Publication date: May 2016 Source: Scottish Qualifications Authority Version: 02 Unit purpose This Unit is designed to
More informationDICE - Final Report. Project Information Project Acronym DICE Project Title
DICE - Final Report Project Information Project Acronym DICE Project Title Digital Communication Enhancement Start Date November 2011 End Date July 2012 Lead Institution London School of Economics and
More informationStandard 1: Number and Computation
Standard 1: Number and Computation Standard 1: Number and Computation The student uses numerical and computational concepts and procedures in a variety of situations. Benchmark 1: Number Sense The student
More informationBasic lesson time includes activity only. Introductory and Wrap-Up suggestions can be used
U UNPLUGGED Your Digital Footprint Lesson time: 30 Minutes to delve deeper when time allows. Basic lesson time includes activity only. Introductory and Wrap-Up suggestions can be used LESSON OVERVIEW In
More informationMultiplication of 2 and 3 digit numbers Multiply and SHOW WORK. EXAMPLE. Now try these on your own! Remember to show all work neatly!
Multiplication of 2 and digit numbers Multiply and SHOW WORK. EXAMPLE 205 12 10 2050 2,60 Now try these on your own! Remember to show all work neatly! 1. 6 2 2. 28 8. 95 7. 82 26 5. 905 15 6. 260 59 7.
More informationThe completed proposal should be forwarded to the Chief Instructional Officer and the Academic Senate.
Academic Department Proposal Template The purpose of this template is to assist faculty and others in preparing the proposals required by AP 4023 (Academic Departments) for Initiation, Merging, Splitting
More informationA Neural Network GUI Tested on Text-To-Phoneme Mapping
A Neural Network GUI Tested on Text-To-Phoneme Mapping MAARTEN TROMPPER Universiteit Utrecht m.f.a.trompper@students.uu.nl Abstract Text-to-phoneme (T2P) mapping is a necessary step in any speech synthesis
More informationClerical Skills Level II
Passaic County Technical Institute Clerical Skills Level II School of Business Submitted by: Marie Easton Maria Matano June 2010 1 CLERICAL SKILLS II I. RATIONALE Clerical Skills II covers a variety of
More informationArgument structure and theta roles
Argument structure and theta roles Introduction to Syntax, EGG Summer School 2017 András Bárány ab155@soas.ac.uk 26 July 2017 Overview Where we left off Arguments and theta roles Some consequences of theta
More informationTelekooperation Seminar
Telekooperation Seminar 3 CP, SoSe 2017 Nikolaos Alexopoulos, Rolf Egert. {alexopoulos,egert}@tk.tu-darmstadt.de based on slides by Dr. Leonardo Martucci and Florian Volk General Information What? Read
More informationCROSS-LANGUAGE INFORMATION RETRIEVAL USING PARAFAC2
1 CROSS-LANGUAGE INFORMATION RETRIEVAL USING PARAFAC2 Peter A. Chew, Brett W. Bader, Ahmed Abdelali Proceedings of the 13 th SIGKDD, 2007 Tiago Luís Outline 2 Cross-Language IR (CLIR) Latent Semantic Analysis
More informationData Integration through Clustering and Finding Statistical Relations - Validation of Approach
Data Integration through Clustering and Finding Statistical Relations - Validation of Approach Marek Jaszuk, Teresa Mroczek, and Barbara Fryc University of Information Technology and Management, ul. Sucharskiego
More informationTHESIS GUIDE FORMAL INSTRUCTION GUIDE FOR MASTER S THESIS WRITING SCHOOL OF BUSINESS
THESIS GUIDE FORMAL INSTRUCTION GUIDE FOR MASTER S THESIS WRITING SCHOOL OF BUSINESS 1. Introduction VERSION: DECEMBER 2015 A master s thesis is more than just a requirement towards your Master of Science
More informationVorlesung Mensch-Maschine-Interaktion
Vorlesung Mensch-Maschine-Interaktion Models and Users (1) Ludwig-Maximilians-Universität München LFE Medieninformatik Heinrich Hußmann & Albrecht Schmidt WS2003/2004 http://www.medien.informatik.uni-muenchen.de/
More informationAn Open Framework for Integrated Qualification Management Portals
An Open Framework for Integrated Qualification Management Portals Michael Fuchs, Claudio Muscogiuri, Claudia Niederée, Matthias Hemmje FhG IPSI D-64293 Darmstadt, Germany {fuchs,musco,niederee,hemmje}@ipsi.fhg.de
More informationA GENERIC SPLIT PROCESS MODEL FOR ASSET MANAGEMENT DECISION-MAKING
A GENERIC SPLIT PROCESS MODEL FOR ASSET MANAGEMENT DECISION-MAKING Yong Sun, a * Colin Fidge b and Lin Ma a a CRC for Integrated Engineering Asset Management, School of Engineering Systems, Queensland
More informationThe MEANING Multilingual Central Repository
The MEANING Multilingual Central Repository J. Atserias, L. Villarejo, G. Rigau, E. Agirre, J. Carroll, B. Magnini, P. Vossen January 27, 2004 http://www.lsi.upc.es/ nlp/meaning Jordi Atserias TALP Index
More informationParallel Evaluation in Stratal OT * Adam Baker University of Arizona
Parallel Evaluation in Stratal OT * Adam Baker University of Arizona tabaker@u.arizona.edu 1.0. Introduction The model of Stratal OT presented by Kiparsky (forthcoming), has not and will not prove uncontroversial
More informationOCR for Arabic using SIFT Descriptors With Online Failure Prediction
OCR for Arabic using SIFT Descriptors With Online Failure Prediction Andrey Stolyarenko, Nachum Dershowitz The Blavatnik School of Computer Science Tel Aviv University Tel Aviv, Israel Email: stloyare@tau.ac.il,
More informationTulsa Community College Staff Salary Schedule (Effective July 1, 2015)
Grade 4 Minimum $16,377 Midpoint $20,062 Maximum $23,747 Grade 5 Minimum $17,761 Midpoint $21,868 Maximum $25,975 Grade 6 Minimum $19,309 Midpoint $23,895 Maximum $28,481 Grade 7 Minimum $21,044 Midpoint
More informationGrade 5 + DIGITAL. EL Strategies. DOK 1-4 RTI Tiers 1-3. Flexible Supplemental K-8 ELA & Math Online & Print
Standards PLUS Flexible Supplemental K-8 ELA & Math Online & Print Grade 5 SAMPLER Mathematics EL Strategies DOK 1-4 RTI Tiers 1-3 15-20 Minute Lessons Assessments Consistent with CA Testing Technology
More informationNumeracy Medium term plan: Summer Term Level 2C/2B Year 2 Level 2A/3C
Numeracy Medium term plan: Summer Term Level 2C/2B Year 2 Level 2A/3C Using and applying mathematics objectives (Problem solving, Communicating and Reasoning) Select the maths to use in some classroom
More informationGRAPHIC DESIGN TECHNOLOGY Associate in Applied Science: 91 Credit Hours
GRAPHIC DESIGN TECHNOLOGY Associate in Applied Science: 91 Credit Hours Prior Learning Assessment Opportunities Course GRD 1133 Basic Drawing GRD 1143 Basic Design MMT 1113 Introduction to 3D MMT 2423
More informationLEGO MINDSTORMS Education EV3 Coding Activities
LEGO MINDSTORMS Education EV3 Coding Activities s t e e h s k r o W t n e d Stu LEGOeducation.com/MINDSTORMS Contents ACTIVITY 1 Performing a Three Point Turn 3-6 ACTIVITY 2 Written Instructions for a
More informationInteractive Whiteboard
50 Graphic Organizers for the Interactive Whiteboard Whiteboard-ready graphic organizers for reading, writing, math, and more to make learning engaging and interactive by Jennifer Jacobson & Dottie Raymer
More informationCONQUERING THE CONTENT: STRATEGIES, TASKS AND TOOLS TO MOVE YOUR COURSE ONLINE. Robin M. Smith, Ph.D.
CONQUERING THE CONTENT: STRATEGIES, TASKS AND TOOLS TO MOVE YOUR COURSE ONLINE Robin M. Smith, Ph.D. Robin M. Smith, Ph.D. Conquering the Content: Strategies, Tasks and Tools to Move Your Course Online
More informationCREATING SHARABLE LEARNING OBJECTS FROM EXISTING DIGITAL COURSE CONTENT
CREATING SHARABLE LEARNING OBJECTS FROM EXISTING DIGITAL COURSE CONTENT Rajendra G. Singh Margaret Bernard Ross Gardler rajsingh@tstt.net.tt mbernard@fsa.uwi.tt rgardler@saafe.org Department of Mathematics
More informationBuilding A Baby. Paul R. Cohen, Tim Oates, Marc S. Atkin Department of Computer Science
Building A Baby Paul R. Cohen, Tim Oates, Marc S. Atkin Department of Computer Science Carole R. Beal Department of Psychology University of Massachusetts, Amherst, MA 01003 cohen@cs.umass.edu Abstract
More informationTexas Woman s University Libraries
Texas Woman s University Libraries Envisioning the Future: TWU Libraries Strategic Plan 2013-2017 Envisioning the Future TWU Libraries Strategic Plan 2013-2017 2 TWU Libraries Strategic Plan INTRODUCTION
More informationFood Chain Cut And Paste Activities
Cut And Paste Activities Free PDF ebook Download: Cut And Paste Activities Download or Read Online ebook food chain cut and paste activities in PDF Format From The Best User Guide Database CO #3: Organise
More information9:30AM- 1:00PM JOHN PASSMORE L116
STUDIO 03 COURSE DESCRIPTION Introduces fundamental concepts and methods for planning, organizing, and arranging spaces in the interior environment. Students examine space in terms of human needs, activities,
More informationAre You Ready? Simplify Fractions
SKILL 10 Simplify Fractions Teaching Skill 10 Objective Write a fraction in simplest form. Review the definition of simplest form with students. Ask: Is 3 written in simplest form? Why 7 or why not? (Yes,
More informationAB104 Adult Education Block Grant. Performance Year:
AB104 Adult Education Block Grant Performance Year: 2015-2016 Funding source: AB104, Section 39, Article 9 Version 1 Release: October 9, 2015 Reporting & Submission Process Required Funding Recipient Content
More informationOnline Marking of Essay-type Assignments
Online Marking of Essay-type Assignments Eva Heinrich, Yuanzhi Wang Institute of Information Sciences and Technology Massey University Palmerston North, New Zealand E.Heinrich@massey.ac.nz, yuanzhi_wang@yahoo.com
More informationTimeline. Recommendations
Introduction Advanced Placement Course Credit Alignment Recommendations In 2007, the State of Ohio Legislature passed legislation mandating the Board of Regents to recommend and the Chancellor to adopt
More informationTraining Catalogue for ACOs Global Learning Services V1.2. amadeus.com
Training Catalogue for ACOs Global Learning Services V1.2 amadeus.com Global Learning Services Training Catalogue for ACOs V1.2 This catalogue lists the training courses offered to ACOs by Global Learning
More informationSRI LANKA INSTITUTE OF ADVANCED TECHNOLOGICAL EDUCATION REVISED CURRICULUM HIGHER NATIONAL DIPLOMA IN ENGLISH. September 2010
SRI LANKA INSTITUTE OF ADVANCED TECHNOLOGICAL EDUCATION REVISED CURRICULUM HIGHER NATIONAL DIPLOMA IN ENGLISH September 2010 Produced by MG Consultants (Pvt) Ltd, 267, Pannipitiya Road, Pelawatte, Battaramulla
More informationUsing Proportions to Solve Percentage Problems I
RP7-1 Using Proportions to Solve Percentage Problems I Pages 46 48 Standards: 7.RP.A. Goals: Students will write equivalent statements for proportions by keeping track of the part and the whole, and by
More informationPractical Learning Tools (Communication Tools for the Trainer)
Practical Learning Tools (Communication Tools for the Trainer) The following practical learning tools described in detailed below were sourced from the various community work already conducted by the University
More informationPaper Reference. Edexcel GCSE Mathematics (Linear) 1380 Paper 1 (Non-Calculator) Foundation Tier. Monday 6 June 2011 Afternoon Time: 1 hour 30 minutes
Centre No. Candidate No. Paper Reference 1 3 8 0 1 F Paper Reference(s) 1380/1F Edexcel GCSE Mathematics (Linear) 1380 Paper 1 (Non-Calculator) Foundation Tier Monday 6 June 2011 Afternoon Time: 1 hour
More informationFactoring - Grouping
6.2 Factoring - Grouping Objective: Factor polynomials with four terms using grouping. The first thing we will always do when factoring is try to factor out a GCF. This GCF is often a monomial like in
More informationGeorgetown University at TREC 2017 Dynamic Domain Track
Georgetown University at TREC 2017 Dynamic Domain Track Zhiwen Tang Georgetown University zt79@georgetown.edu Grace Hui Yang Georgetown University huiyang@cs.georgetown.edu Abstract TREC Dynamic Domain
More informationThe Future of Consortia among Indian Libraries - FORSA Consortium as Forerunner?
Library and Information Services in Astronomy IV July 2-5, 2002, Prague, Czech Republic B. Corbin, E. Bryson, and M. Wolf (eds) The Future of Consortia among Indian Libraries - FORSA Consortium as Forerunner?
More informationClerical Skills Level I
Passaic County Technical Institute Clerical Skills Level I School of Business Submitted by: Marie Easton Maria Matano June 2010 1 CLERICAL SKILLS I I. RATIONALE Clerical Skills I covers a variety of clerical
More informationBeneficial Assessment for Meaningful Learning in CLIL
Universidad Internacional de La Rioja Facultad de Educación Trabajo fin de máster Beneficial Assessment for Meaningful Learning in CLIL Presentado por: Patricia Ortiz Castro Tipo de TFM: Investigación
More informationAdaptation Criteria for Preparing Learning Material for Adaptive Usage: Structured Content Analysis of Existing Systems. 1
Adaptation Criteria for Preparing Learning Material for Adaptive Usage: Structured Content Analysis of Existing Systems. 1 Stefan Thalmann Innsbruck University - School of Management, Information Systems,
More informationA Math Adventure Game Pi and the The Lost Function Episode 1 - Pre-Algebra/Algebra
Pi and the The Lost Function Episode 1 - Pre-Algebra/Algebra Introduction A Math Adventure Game AT< s mission is to develop innovative, effective, and affordable teaching tools for the civilian education
More informationUsing Synonyms for Author Recognition
Using Synonyms for Author Recognition Abstract. An approach for identifying authors using synonym sets is presented. Drawing on modern psycholinguistic research, we justify the basis of our theory. Having
More informationWhat is beautiful is useful visual appeal and expected information quality
What is beautiful is useful visual appeal and expected information quality Thea van der Geest University of Twente T.m.vandergeest@utwente.nl Raymond van Dongelen Noordelijke Hogeschool Leeuwarden Dongelen@nhl.nl
More informationRESPONS: Responsible Skills Alliance for Sustainable Management of Small Hotels and Restaurants WORKING PACKAGE 2 NATIONAL REPORT - POLAND
RESPONS: Responsible Skills Alliance for Sustainable Management of Small Hotels and Restaurants WORKING PACKAGE 2 NATIONAL REPORT - POLAND Author: Michał Długosz Fundacja Rozwoju Przedsiębiorczości / Foundation
More informationProtocols for building an Organic Chemical Ontology
The European Learning Grid Infrastructure based on GRID technologies for supporting ubiquitous, collaborative, experiental-based, contextualised and personalised learning http://www.elegi.org Protocols
More informationUNIT ONE Tools of Algebra
UNIT ONE Tools of Algebra Subject: Algebra 1 Grade: 9 th 10 th Standards and Benchmarks: 1 a, b,e; 3 a, b; 4 a, b; Overview My Lessons are following the first unit from Prentice Hall Algebra 1 1. Students
More informationGACE Computer Science Assessment Test at a Glance
GACE Computer Science Assessment Test at a Glance Updated May 2017 See the GACE Computer Science Assessment Study Companion for practice questions and preparation resources. Assessment Name Computer Science
More informationAgents and environments. Intelligent Agents. Reminders. Vacuum-cleaner world. Outline. A vacuum-cleaner agent. Chapter 2 Actuators
s and environments Percepts Intelligent s? Chapter 2 Actions s include humans, robots, softbots, thermostats, etc. The agent function maps from percept histories to actions: f : P A The agent program runs
More informationContent Language Objectives (CLOs) August 2012, H. Butts & G. De Anda
Content Language Objectives (CLOs) Outcomes Identify the evolution of the CLO Identify the components of the CLO Understand how the CLO helps provide all students the opportunity to access the rigor of
More informationSORRELL COLLEGE OF BUSINESS
66. SORRELL COLLEGE OF BUSINESS SORRELL COLLEGE OF BUSINESS The Sorrell College of Business supports the Troy University mission by preparing our diverse student body to become ethical professionals equipped
More information4th Grade Science Test Ecosystems
4th Grade Science Free PDF ebook Download: 4th Grade Science Download or Read Online ebook 4th grade science test ecosystems in PDF Format From The Best User Guide Database 4th Grade--LIFE SCIENCE. Unit
More information1GOOD LEADERSHIP IS IMPORTANT. Principal Effectiveness and Leadership in an Era of Accountability: What Research Says
B R I E F 8 APRIL 2010 Principal Effectiveness and Leadership in an Era of Accountability: What Research Says J e n n i f e r K i n g R i c e For decades, principals have been recognized as important contributors
More informationThe Enterprise Knowledge Portal: The Concept
The Enterprise Knowledge Portal: The Concept Executive Information Systems, Inc. www.dkms.com eisai@home.com (703) 461-8823 (o) 1 A Beginning Where is the life we have lost in living! Where is the wisdom
More informationTo appear in The TESOL encyclopedia of ELT (Wiley-Blackwell) 1 RECASTING. Kazuya Saito. Birkbeck, University of London
To appear in The TESOL encyclopedia of ELT (Wiley-Blackwell) 1 RECASTING Kazuya Saito Birkbeck, University of London Abstract Among the many corrective feedback techniques at ESL/EFL teachers' disposal,
More informationHeadings: Digital libraries. Metadata. Surveys. Thesauri
Chelcie Juliet Rowell. Controlled Vocabulary Use by Data Repositories: Determining Status and Potential for Promoting Interoperability. A Master s paper for the M.S. in Information Science degree. July,
More informationJ j W w. Write. Name. Max Takes the Train. Handwriting Letters Jj, Ww: Words with j, w 321
Write J j W w Jen Will Directions Have children write a row of each letter and then write the words. Home Activity Ask your child to write each letter and tell you how to make the letter. Handwriting Letters
More informationProgram Change Proposal:
Program Change Proposal: Provided to Faculty in the following affected units: Department of Management Department of Marketing School of Allied Health 1 Department of Kinesiology 2 Department of Animal
More informationSouth Carolina English Language Arts
South Carolina English Language Arts A S O F J U N E 2 0, 2 0 1 0, T H I S S TAT E H A D A D O P T E D T H E CO M M O N CO R E S TAT E S TA N DA R D S. DOCUMENTS REVIEWED South Carolina Academic Content
More informationSoftware Maintenance
1 What is Software Maintenance? Software Maintenance is a very broad activity that includes error corrections, enhancements of capabilities, deletion of obsolete capabilities, and optimization. 2 Categories
More informationAutomating the E-learning Personalization
Automating the E-learning Personalization Fathi Essalmi 1, Leila Jemni Ben Ayed 1, Mohamed Jemni 1, Kinshuk 2, and Sabine Graf 2 1 The Research Laboratory of Technologies of Information and Communication
More informationSensory evaluation. Teachers guide (primary)
Sensory evaluation Teachers guide (primary) Welcome What is sensory evaluation? Sensory evaluation is a scientific discipline that analyses and measures human responses to the composition of food and drink,
More informationA General Class of Noncontext Free Grammars Generating Context Free Languages
INFORMATION AND CONTROL 43, 187-194 (1979) A General Class of Noncontext Free Grammars Generating Context Free Languages SARWAN K. AGGARWAL Boeing Wichita Company, Wichita, Kansas 67210 AND JAMES A. HEINEN
More informationOFFICE SUPPORT SPECIALIST Technical Diploma
OFFICE SUPPORT SPECIALIST Technical Diploma Program Code: 31-106-8 our graduates INDEMAND 2017/2018 mstc.edu administrative professional career pathway OFFICE SUPPORT SPECIALIST CUSTOMER RELATIONSHIP PROFESSIONAL
More informationIMPACTFUL, QUANTIFIABLE AND TRANSFORMATIONAL?
IMPACTFUL, QUANTIFIABLE AND TRANSFORMATIONAL? EVALUATION OF THE IMPROVING QUALITY TOGETHER (IQT) NATIONAL LEARNING PROGRAMME Report for 1000 Lives Improvement Service, Public Health Wales Mark Llewellyn,
More informationDigitization of Old Mathematical Periodicals Published by the Institute of Mathematics and Informatics, Bulgarian Academy of Sciences
Digitization of Old Mathematical Periodicals Published by the Institute of Mathematics and Informatics, Bulgarian Academy of Sciences Vania Grigorova 1, Kalina Sotirova 1, Viktoria Naoumova 1, Anna Sameva
More information4.0 CAPACITY AND UTILIZATION
4.0 CAPACITY AND UTILIZATION The capacity of a school building is driven by four main factors: (1) the physical size of the instructional spaces, (2) the class size limits, (3) the schedule of uses, and
More informationTESTING. Who Must Take the TSI Assessment Exam? Who Does Not Have to Take the TSI Assessment Exam? When Must a Student Take the TSI Assessment Exam?
TESTING It is the intent the Texas Higher Education Codinating Board that Texas public institutions higher education use the flexibility responsibility granted under the Texas Success Initiative (TSI)
More informationProblem Solving for Success Handbook. Solve the Problem Sustain the Solution Celebrate Success
Problem Solving for Success Handbook Solve the Problem Sustain the Solution Celebrate Success Problem Solving for Success Handbook Solve the Problem Sustain the Solution Celebrate Success Rod Baxter 2015
More informationUDW+ Student Data Dictionary Version 1.7 Program Services Office & Decision Support Group
UDW+ Student Data Dictionary Version 1.7 Program Services Office & Decision Support Group 1 Table of Contents Subject Areas... 3 SIS - Term Registration... 5 SIS - Class Enrollment... 12 SIS - Degrees...
More informationOn-Line Data Analytics
International Journal of Computer Applications in Engineering Sciences [VOL I, ISSUE III, SEPTEMBER 2011] [ISSN: 2231-4946] On-Line Data Analytics Yugandhar Vemulapalli #, Devarapalli Raghu *, Raja Jacob
More informationConsumer Information Boot Camp
Consumer Information Boot Camp AARON LACEY PARTNER, HIGHER EDUCATION PRACTICE THOMPSON COBURN LLP Aaron D. Lacey o Partner, Higher Education Practice, Thompson Coburn LLP. Higher Education Practice o Provide
More informationA Business Process Environment Supporting Collaborative Planning
A Business Process Environment Supporting ollaborative Planning Keith D Swenson, obin J Maxwell, Toshikazu Matsumoto, Bahram Saghari, Kent Irwin Fujitsu Open Systems Solutions, Inc. kswenson@ossi.com A
More informationVidya Vihar Residential School Parora, Purnea
Vidya Vihar Residential School Parora, Purnea Summer Vacation Home Assignment Session: 205-6 Class: VIII Subject English Subject Teacher Mr. C.K. Jha. Insert appropriate determiners. He is eating..apple.
More informationUnit 3: Lesson 1 Decimals as Equal Divisions
Unit 3: Lesson 1 Strategy Problem: Each photograph in a series has different dimensions that follow a pattern. The 1 st photo has a length that is half its width and an area of 8 in². The 2 nd is a square
More informationUF-CPET SSI & STARTS Lesson Plan
1 Name: Shelli Sorensen Lesson Title: Infectious and Non- Infectious Diseases SSI Topic: Spreading of diseases and patient treatment ethics Lesson Length (class periods): 1 day Grade Level(s): 6th Appropriateness
More informationDetecting English-French Cognates Using Orthographic Edit Distance
Detecting English-French Cognates Using Orthographic Edit Distance Qiongkai Xu 1,2, Albert Chen 1, Chang i 1 1 The Australian National University, College of Engineering and Computer Science 2 National
More informationYou, your future, and the Redesigned SAT. Mrs. Kim Voss Coordinator of Student Learning
You, your future, and the Redesigned SAT Mrs. Kim Voss Coordinator of Student Learning All juniors in the state of Michigan are required by law to take the Redesigned SAT exam on April 12, 2016 The SAT
More informationMathematics Success Level E
T403 [OBJECTIVE] The student will generate two patterns given two rules and identify the relationship between corresponding terms, generate ordered pairs, and graph the ordered pairs on a coordinate plane.
More informationAnalyzing Linguistically Appropriate IEP Goals in Dual Language Programs
Analyzing Linguistically Appropriate IEP Goals in Dual Language Programs 2016 Dual Language Conference: Making Connections Between Policy and Practice March 19, 2016 Framingham, MA Session Description
More informationGUIDE TO THE CUNY ASSESSMENT TESTS
GUIDE TO THE CUNY ASSESSMENT TESTS IN MATHEMATICS Rev. 117.016110 Contents Welcome... 1 Contact Information...1 Programs Administered by the Office of Testing and Evaluation... 1 CUNY Skills Assessment:...1
More informationMASTER OF SCIENCE (M.S.) MAJOR IN COMPUTER SCIENCE
Master of Science (M.S.) Major in Computer Science 1 MASTER OF SCIENCE (M.S.) MAJOR IN COMPUTER SCIENCE Major Program The programs in computer science are designed to prepare students for doctoral research,
More informationAn Investigation into Team-Based Planning
An Investigation into Team-Based Planning Dionysis Kalofonos and Timothy J. Norman Computing Science Department University of Aberdeen {dkalofon,tnorman}@csd.abdn.ac.uk Abstract Models of plan formation
More informationModule 12. Machine Learning. Version 2 CSE IIT, Kharagpur
Module 12 Machine Learning 12.1 Instructional Objective The students should understand the concept of learning systems Students should learn about different aspects of a learning system Students should
More informationIT Project List. Description
PID 270 Early Alert Appointment Tracking for Students (SARS) In Progress 110.1 13 14 The implementation of the SARS package will allow integration of essential components of GRCC's institutional student
More informationUDL Lesson Plan Template : Module 01 Group 4 Page 1 of 5 Shannon Bates, Sandra Blefko, Robin Britt
Page 1 of 5 Shannon Bates, Sandra Blefko, Robin Britt Objective/s: Demonstrate physical care in relation to needs. Assessment/s: Demonstrations, formative assessments, personal reflections Learner Objectives:
More information