ࡱ> 25/01 Ubjbj 4xxM.  MMMMMaaa8U4aK^EF K K K K K K K$nMP1KMEE1KMMHFK!!!MM K! K!!%DDF~Pa iE&J\K0KE"P3!4PLFFPMCG!1K1Kg!pKP  : ISM 4117 - 001 CRN 88932 Data Mining & Warehousing Fall 2012 Tuesday 7:10pm 10:00pm Professor Information Mary Schindlbeck, Ph.D. Boca Raton Campus - FL 317 mschind2@fau.edu 561-297-3661 Office Hours Tuesday 2:00pm - 6:00pm Office Location - FL 317 Required Text and Materials Text: Data Mining Concepts and Techniques, Third Edition Jiawei Han, Micheline Kamber and Jian Pei ISBN: 978-0-12-381479-1 Morgan Kaufman Publishers: 2011 Data Mining Software - XLMiner for Windows - a comprehensive data mining add-in for Excel, with neural nets, classification and regression trees, logistic regression, linear regression, Bayes classifier, K-nearest neighbors, discriminant analysis, association rules, clustering, and principal components analysis. Students enrolled in the class will be able to download copies to their computers at no extra charge. There will be a request form to set up download arrangements and I will submit the form when all the students are ready to download the software. You can read more about XLMiner on the tool's web site:  HYPERLINK "http://www.resample.com/xlminer/" http://www.resample.com/xlminer/ Students should have a working knowledge of basic math (algebra) and Microsoft Excel. Students should have access to Excel spreadsheet software and are assumed to be familiar at an intuitive level with general business practices of collecting, storing and using data. Course Description Introduces the core concepts of data mining (DM), its techniques, implementation, and benefits. Course also identifies industry branches that most benefit from DM, such as retail, target marketing, fraud protection, health care and science, and web and e-commerce. Detailed case studies and using leading mining tools on real data are presented. Course Prerequisites and Credit Hours No course prerequisites 3 Credit Hours Course Learning Objectives Students will reinforce the learning of business intelligence concepts by means of data analysis techniques to make better business decisions through proper data preparation and simple tools for solving data mining problems. Students will be introduced to advanced concepts such as data mining applications, data warehouses, web mining, text mining, and ethical aspects of data mining. Additionally, students will become familiar with and demonstrate proficiency in applications such as neural networks, linear regression, cluster analysis, market basket analysis and decision trees. Working as a team, students will demonstrate proficiency in applying data mining analytical techniques on an advanced real world business problem that examines a large amount of data to discover new information in addition to analyzing and evaluating technique effectiveness with a less than perfect constantly evolving technology by presenting a self-designed semester project. Commencing with several singular technique projects and concluding with the comprehensive semester project, students will reinforce their oral skills by way of presentations as well as written and critical thinking skills by the use of executive memos requiring quantitative analysis and evaluation. Grading Scale A 93.00-100% C 73-76.99% A- 90-92.99% C- 70-72.99% B+ 87-89.99% D+ 67-69.99% B 83-86.99% D 63-66.99% B- 80-82.99% D- 60-62.99% C+ 77-79.99% F < 60 %  Course Evaluation Method Five Team Projects (each 5%) 25% Data Mining Discussions 10% Midterm Exam 20% Final Exam - 20% Final Project Presentation - 25% Testing Policies The exams will be multiple choice questions, administered on Blackboard during class and will cover the content from the text, material presented in the lectures and material from the team assignments. Usually, students will be asked to interpret results from applying a specific data mining method, such as confusion matrix and classification false positive/negative rates. Therefore, team assignments, discussions, class attendance and good note taking are essential elements for success. Each exam has a time limit of 90 minutes. Team Assignments Team assignments will enforce a specific data mining method or principle. The team should be of exactly 2 students. Finding a team partner is solely students' responsibility. No instructor's involvement should be expected unless in the case of a student dropping from the class. Choose your partner carefully, identify if your goals in this course are common and if the level of commitment is the same. If there are differences on these two basic criteria, chances are you will not collaborate effectively and there will be problems down the road. It is to your best advantage to document (email) your communications to avoid complications, animosity, and blame games. If you feel more comfortable, feel free to cc: your emails to me. Problems within teams will not be solved by instructor involvement. Thus, a substantial amount of your work will be finding a good team partner and making sure you do not disappoint your partner by not contributing. In case the number of the students is odd, the instructor will have the discretion to place the remaining student in a team whose team members should do everything possible to work together as a team of three. Your team will use the same data set for each team assignment unless specified to do otherwise. For each assignment you will post all of the files you created in the Assignment Section of Black board before the due date and time; penalty of 10% for each day exists for late submissions. Some teams will present their findings and other teams will participate in a discussion about the findings; our class will be similar to a project team. No individual assignment will be accepted. The team partners will receive identical grades, since it is expected that they have contributed equally to the project. Beware of splitting the assignments 50-50 (half of the assignments one will do and the other will do the other half). Usually such an approach results in substantially lower exam grades and lack of understanding of the problem. Each submitted file name will contain the first initial plus the last name of the team members plus the assignment number. For example, for assignment 1, the file names for Jane Smith and Joe Cole should be JSmithJCole-1.xxx (.doc or .xls depending on the type of file). Assignment Submissions The assignment submission must include the following: The actual Excel spreadsheet file(s) where the method/tool was applied. The necessary additions such as confusion matrices, classification rates, etc., that help make the appropriate conclusions (can be added as worksheets to the original Excel file). Memorandum that concisely presents, summarizes, and analyzes the results (draw meaningful conclusions). While there is no exact template for the memorandum organize them in a way that makes sense. In the case of examples of the datasets, you do not need to print the whole datasets (that is several pages of data), just print the header and a few instances. The memorandum should contain the following five points and examples can be found on blackboard. 1) Business Problem Identification describe what problem you are trying to solve, what is the outcome variable; what are the input variables (factors); what data are you using; what preprocessing of the data did you perform? 2) Problem Estimation describe the results of the analysis you used for this problem. Discuss accuracy, confidence, and interestingness rates as appropriate for the data mining technique you are using. 3) Technique effectiveness evaluate and compare the techniques effectiveness to the other techniques used in class for that specific problem solution. Is it appropriate for this problem? Is it better than the others? Which one is best so far? 4) Identify actionable information extract the so what? story from applying the technique and the results. Remember, no actionable information is also a result. 5) Recommendation write down a recommendation for decision making, including whether to employ this technique in the future. Participation & Discussion The team assignments, after submission, will be discussed in a class session. Far from everything will be clear and exact in these sessions we will need a lot of input and brainstorming a normal process when engaged in highly analytical work such as data mining and cleaning the data. Students are expected to actively participate and generate discussions on the techniques used and the results. The important element is the open discussion and participation. Whether your techniques, methods and conclusions are correct or wrong, the discussion grade will not be affected. The goal is to reach the best method and solution through sharing what the teams did. Participation also includes bringing relevant topics in the news into the classroom. Final Project The following is an overview of the final project. A detailed document will be provided on Blackboard regarding all requirements of the final data mining project. The same rules and suggestions apply as stated above for the team assignments. No individual projects are accepted. A research project proposal including the data source and data description must be pre-approved by the instructor by the proposal due date. The project will require locating a large data set (more than 3000 records) with variables of differing data types, preparing and understanding the data, and addressing a business question suitable to the data chosen. The dataset will be applied to each of the data mining techniques previously used in class. A presentation will include the analysis of each technique as well as a comparison/contrast of the techniques applied. This project will demonstrate a comprehensive understanding of the course. Additional Course Policies Missed Exams It is important that each exam be taken at the scheduled time and date. Any excusable absence (official athletic event, religious holiday, etc.) must be documented by a verifiable source and I must be notified at least one week prior to the exam. If you are absent from an exam due to illness or emergency, you must notify me by e-mail within 24 hours of the missed exam and provide verifiable documentation within one week of the exam date; the make-up policy is not applicable if you fail to report an absence as stated above. There will be two semester exams, each covering approximately one-half of the course material. A mid-term exam missed with prior documented approval as stated above may be made up by the Final exam. The score earned on the Final exam will be used for both the final and for the missed exam. An exam missed without prior approval and verifiable documentation that the unapproved absence was unavoidable as stated above cannot be made up. Late Assignments Grade penalty equal to 10 percent of the project grade per day late will be applied after the projects due date. Attendance Policy Learning is an interactive process and success in this course depends on the experiences the students bring to the classroom (our learning community). Therefore attendance is an important aspect of this course. Attendance will not be taken. However, you are responsible for everything that takes place in class. Additional homework assignments, their due dates, and changes to the tentative schedule will be announced in class. Occasionally, unannounced in-class exercises (or quizzes) will be given; if missed, these cannot be made up. Due to the cumulative nature of the material it is imperative that students keep up with the course materials on a daily basis. Attendance is strongly suggested and is a prerequisite for successful completion of this course. Missing classes will adversely affect your performance. The probability of successfully passing the tests in the course is directly dependent on regular attendance, studying the assigned materials and completing projects and lab exercises in a timely manner. Etiquette and/or Netiquette Policy Each student is responsible for keeping up with the class schedule, checking your ý email account, and checking the course Blackboard site on a regular basis. If you use a non ý email address as your primary address, arrange for ý email to be forwarded. The subject of all E-mail must be ISM4117 Anti-plagiarism Software Written components of any assignment or project may be submitted to anti-plagiarism software to evaluate the originality of the work. Any students found to be submitting work that is not their own will be deemed in violation of the Universitys honor code discussed above. Tentative Course Outline WeekLectureReadingsAssignments8-21Overview of Data Mining Course Introduction to Data Mining Know Your Data Han-Chapter 1 Han-Chapter 28-28Data Preprocessing Data Quality Overview of Data Mining TechniquesHan-Chapter 3 BB-XLMiner Notes 9-4Data Warehouses & Online Analytical Processing Data discussionSection 4.1 of Han-Chapter 4Assignment 1 Data9-11Prediction Regression Algorithms in Data Mining. Regression Lab: XLMiner and Excel BB-Regression Notes 9-18Association Market Basket Analysis Regression discussionSection 6.1 of Han-Chapter 6 BB-MBA NotesAssignment 2 Regression9-25Classification Decision Tree Algorithms. Decision Tree Lab: XLMiner Han-Chapter 8 BB-DT Notes BB-Energy Article BB-Data Philanthropy10-2Data Mining in the News Decision Tree discussionHan-Chapter 8Assignment 3 Decision Tree Article Reviews 10-9MIDTERM EXAM 10-12Last day to drop or withdraw without receiving an F in the course. 10-16Cluster Analysis Clustering algorithms K-Means/Clusters Lab: XLMinerSections 10.1 & 10.2 of Han-Chapter 10 BB-K-Means NotesFINAL PROJECT PROPOSAL10-23K-Means discussionAssignment 4 K-Means10-30Neural Networks in Data Mining Neural Networks Lab: XLMinerSection 9.2 of Han-Chapter 9 BB-NN Notes11-6Neural Network discussionBB-Information Security ArticleAssignment 5-NN11-13Data Mining Trends FINAL PROJECT PresentationsHan-Chapter 13Article Reviews11-20FINAL PROJECT Presentations 11-27FINAL PROJECT Presentations 12-4FINAL EXAM *Han-Course Textbook BB-Blackboard Selected University and College Policies Code of Academic Integrity Policy Statement Students at ý are expected to maintain the highest ethical standards. Academic dishonesty is considered a serious breach of these ethical standards, because it interferes with the university mission to provide a high quality education in which no student enjoys an unfair advantage over any other. Academic dishonesty is also destructive of the university community, which is grounded in a system of mutual trust and places high value on personal integrity and individual responsibility. Harsh penalties are associated with academic dishonesty. For more information, see  HYPERLINK "http://www.fau.edu/regulations/chapter4/4.001_Code_of_Academic_Integrity.pdf." University Regulation 4.001. Disability Policy Statement In compliance with the Americans with Disabilities Act (ADA), students who require special accommodation due to a disability to properly execute coursework must register with the Office for Students with Disabilities ( HYPERLINK "http://www.osd.fau.edu/" OSD) in Boca Raton, SU 133, (561) 297-3880; in Davie, MOD 1, (954) 236-1222; in Jupiter, SR 117, (561) 799-8585; or, at the Treasure Coast, CO 128, (772) 873-3305 and follow all OSD procedures. Religious Accommodation Policy Statement In accordance with rules of the Florida Board of Education and Florida law, students have the right to reasonable accommodations from the University in order to observe religious practices and beliefs with regard to admissions, registration, class attendance and the scheduling of examinations and work assignments. For further information, please see  HYPERLINK "http://www.fau.edu/academic/registrar/catalog/academics.php" Academic Policies and Regulations. University Approved Absence Policy Statement In accordance with rules of the ý, students have the right to reasonable accommodations to participate in University approved activities, including athletic or scholastics teams, musical and theatrical performances and debate activities. It is the students responsibility to notify the course instructor at least one week prior to missing any course assignment. College of Business Minimum Grade Policy Statement The minimum grade for College of Business requirements is a C. This includes all courses that are a part of the pre-business foundation, business core, and major program. In addition, courses that are used to satisfy the universitys Writing Across the Curriculum and Gordon Rule math requirements also have a minimum grade requirement of a C. Course syllabi give individualized information about grading as it pertains to the individual classes. Incomplete Grade Policy Statement A student who is passing a course, but has not completed all work due to exceptional circumstances, may, with consent of the instructor, temporarily receive a grade of incomplete (I). The assignment of the I grade is at the discretion of the instructor, but is allowed only if the student is passing the course. The specific time required to make up an incomplete grade is at the discretion of the instructor. However, the College of Business policy on the resolution of incomplete grades requires that all work required to satisfy an incomplete (I) grade must be completed within a period of time not exceeding one calendar year from the assignment of the incomplete grade. After one calendar year, the incomplete grade automatically becomes a failing (F) grade. Withdrawals Any student who decides to drop is responsible for completing the proper paper work required to withdraw from the course. Grade Appeal Process A student may request a review of the final course grade when s/he believes that one of the following conditions apply: There was a computational or recording error in the grading. Non-academic criteria were applied in the grading process. There was a gross violation of the instructors own grading system. The procedures for a grade appeal may be found in  HYPERLINK "http://business.fau.edu/undergraduate/current-students/registration-enrollment/understanding-your-grades/download.aspx?id=56" \o "4.002_Student_Academic_Grievance_Procedures_for_Grade_Reviews.pdf" Chapter 4 of the University Regulations. Disruptive Behavior Policy Statement Disruptive behavior is defined in the ý Student Code of Conduct as ... activities which interfere with the educational mission within classroom. Students who behave in the classroom such that the educational experiences of other students and/or the instructors course objectives are disrupted are subject to disciplinary action. Such behavior impedes students ability to learn or an instructors ability to teach. Disruptive behavior may include, but is not limited to: non-approved use of electronic devices (including cellular telephones); cursing or shouting at others in such a way as to be disruptive; or, other violations of an instructors expectations for classroom conduct. Faculty Rights and Responsibilities ý respects the right of instructors to teach and students to learn. Maintenance of these rights requires classroom conditions which do not impede their exercise. To ensure these rights, faculty members have the prerogative: To establish and implement academic standards To establish and enforce reasonable behavior standards in each class To refer disciplinary action to those students whose behavior may be judged to be disruptive under the Student Code of Conduct.       PAGE \* MERGEFORMAT 1 23<=UVWmvcP@/!hrihq,B* OJQJ^JphI}hrih't5>*OJQJ^J$hrihuI5B* OJQJ^JphI}$hrih]25B*OJQJ^Jph$hrih|D5B*OJQJ^Jph$hrihS"5B*OJQJ^Jph/hrihq,5B*OJQJ^JmHnHphu$hrihV5B*OJQJ^Jph$hrih4z5B*OJQJ^Jph$hrih't5B*OJQJ^Jph$hrihq,5B*OJQJ^Jph3=VWm  V Hd1$]Hgd &dgdq, gd gd~gdN<gd't$a$gdS"$a$gd'tݻݰlYFYlYFY3%hrih4B*OJQJ^JaJph%hrihq,B*OJQJ^JaJph%hrih|DB*OJQJ^JaJph%hrihvbB*OJQJ^JaJph"hrihN<5>*OJQJ^JaJ"hrihO5>*OJQJ^JaJhrihXv OJQJ^Jhrih01RB* phI}!hrih01RB* OJQJ^JphI}!hrihXv B* OJQJ^JphI}!hrihq,B* OJQJ^JphI}!hrih'tB* OJQJ^JphI}    # F G U V  ɹ}hS>}>}S}>)hrihq,B*CJOJQJ^JaJph)hrihB*CJOJQJ^JaJph)hrihGsB*CJOJQJ^JaJph)hrih3B*CJOJQJ^JaJph)hrihB*CJOJQJ^JaJph"hrih >*OJQJ\^JaJhrihXv >*OJQJ^JaJhrih>*OJQJ^JaJ%hrihB*OJQJ^JaJph%hrih B*OJQJ^JaJph $ % & T U u v w ¾­ٍyeT6:hrihLWB*CJOJQJ^JaJfHphq hrihS"0JOJQJ^JaJ&hrih_>0J5>*OJQJ^JaJ&hrihy 0J5>*OJQJ^JaJh4hy B*ph)jhrihd0JOJQJU^JaJ hrihy 0JOJQJ^JaJhdjhdUhrihy OJQJ^JaJ%hrihy B*OJQJ^JaJph&hrih0J5>*OJQJ^JaJ w x BC^gdq,gdGsgd6>?d&dgdq, Hd1$]Hgd $da$gdy ( 808 xHX (#%(*$1$7$8$gdy 3ABC^NO°weRCR0%hrihvbB*OJQJ^JaJphhrihq,OJQJ^JaJ%hrihq,B*OJQJ^JaJph"hrih5>*OJQJ^JaJ"hrih5>*OJQJ^JaJhrih0aOJQJ^JhrihvbOJQJ^Jhrih\XOJQJ^J"hrih0a5>*OJQJ^JaJ)hrihy B*CJOJQJ^JaJph%hrihy B*OJQJ^JaJph)hrihgB*CJOJQJ^JaJph NO^amp{ $Ifgdd&$d%d&d'dNOPQgd> & 808 xHX (#%(1$7$8$gdq,O]^{|/05:CLSqñzgzTgAgT%hrihB*OJQJ^JaJph%hrihUB*OJQJ^JaJph%hrihq,B*OJQJ^JaJph%hrihvbB*OJQJ^JaJph"hrih 5>*OJQJ^JaJ"hrih> 5>*OJQJ^JaJ"hrih+^5OJQJ\^JaJ hOhq,hrihq,OJPJQJ^J%hrihz"5>*OJQJ\^JaJ%hrih 5>*OJQJ\^JaJ{|) $Ifgddkd$$Ifl       \# @ :o9 (0      44 l` a p(ytri kd-$$Ifl       \# @ :o9 (0      44 l` a p(ytri $Ifgdd $Ifgdd) $IfgddkdZ$$Ifl       \# @ :o9 (0      44 l` a p(ytri kd$$Ifl       \# @ :o9 (0      44 l` a p(ytri $Ifgdd $Ifgdd) $Ifgddkd$$Ifl       \# @ :o9 (0      44 l` a p(ytri kd$$Ifl       \# @ :o9 (0      44 l` a p(ytri $Ifgdd0Sq{ gdXgdwZgdc1 hp@ gd^m hp@ gd4z hp@ gdq,gd^m&$d%d&d'dNOPQgd>  %DN\`g쟊u^G^0^,hrih0,5B*CJOJQJ^JaJph,hrihwZ5B*CJOJQJ^JaJph,hrih^5B*CJOJQJ^JaJph)hrih0,B*CJOJQJ^JaJph)hrih^B*CJOJQJ^JaJph&hrih^m5>*CJOJQJ^JaJ%hrih> B*OJQJ^JaJph%hrihUB*OJQJ^JaJph%hrihB*OJQJ^JaJph%hrihq,B*OJQJ^JaJphgl%Mz{ҽ~iU@+@+@)hrih0,B*CJOJQJ^JaJph)hrihc1B*CJOJQJ^JaJph&hrihc15>*CJOJQJ^JaJ)hrihnjXB*CJOJQJ^JaJph)hrih0aB*CJOJQJ^JaJph)hrih^mB*CJOJQJ^JaJph)hrih4B*CJOJQJ^JaJph)hrih^B*CJOJQJ^JaJph,hrih^5B*CJOJQJ^JaJph,hrih0,5B*CJOJQJ^JaJph {5D4$ ; D i _"}"""}#####꫖nYYYY)hrihB*CJOJQJ^JaJph&hrihX5>*CJOJQJ^JaJ&hrih5>*CJOJQJ^JaJ)hrihK7B*CJOJQJ^JaJph)hrihnjXB*CJOJQJ^JaJph)hrihXB*CJOJQJ^JaJph)hrih0,B*CJOJQJ^JaJph)hrih |B*CJOJQJ^JaJph !c!"#$%&,''''Y)***h.i.j.k.l.m.)$[$\$a$gdK7 )[$\$gd=Bgdi,gdnjXgdwZ^gd & FgdXgdX##$$$%%%%&&/'@'''''''))a*b****ʶxxfT"hrihi,5>*OJQJ^JaJ"hrih5>*OJQJ^JaJ)hrihwZB*CJOJQJ^JaJph)hrihK7B*CJOJQJ^JaJph&hrihK75>*CJOJQJ^JaJ&hrihnjX5>*CJOJQJ^JaJ%hrihK7B*OJQJ^JaJph#hrihX5CJOJQJ^JaJ hrihXCJOJQJ^JaJ**F+G+Z+a+j+++m,,,,,- -E-I-P-S---../.:.=.K.i.m.....ٯįįįįįįįįįįzhV"hrihK15>*OJQJ^JaJ#hrihK1>*CJOJQJ^JaJhrih_>$5OJQJ^JaJhrih{@5OJQJ^JaJ)hrihB*CJOJQJ^JaJph)hrihK7B*CJOJQJ^JaJph)hrih=BB*CJOJQJ^JaJph)hrihi,B*CJOJQJ^JaJph"hrihK75>*OJQJ^JaJ!m....\2]2n2222667"8+$ 808 xHX (#%(*$1$7$8$a$gd:?gd:?gdJT*$gdegd{@*$gd *$gd\A~gdK1 *$gdK1 $ *$a$gd:? ....\2]2n222222234#4666̻ܻweTTC1#hrihopf>*CJOJQJ^JaJ hrihJTCJOJQJ^JaJ hriheCJOJQJ^JaJ"hrihXv 5>*OJQJ^JaJ hrihK1CJOJQJ^JaJ hrihRCJOJQJ^JaJ hrih:?CJOJQJ^JaJ hrihK1CJOJQJ^JaJ hrih\A~CJOJQJ^JaJhrihK15OJQJ^JaJ"hrihK15>*OJQJ^JaJ"hrih:?5>*OJQJ^JaJ67!8D8K8L8M8g8z9{9}999999˷p`P>,>#hrihzq5CJOJQJ^JaJ#hrih=5CJOJQJ^JaJhrihXv >*OJQJ^JaJhrihup>*OJQJ^JaJhrihupOJQJ^JaJ#hrih:?>*CJOJQJ^JaJ#hrih:?5CJOJQJ^JaJ&hrih:?5>*CJOJQJ^JaJ&hrih!=X5>*CJOJQJ^JaJ#hrih:?5CJOJQJ^JaJ hrih:?CJOJQJ^JaJ"hrih:?5>*OJQJ^JaJ"8L8M8g8{9}999999$d($Ifa$gdzqgdXv dgd:?( 808 xHX (#%(*$1$7$8$gd:? 9990$ $$Ifa$gd\D'kd$$Ifl      $\ f!(y ( (0(44 lap(ytri999 : :::&:':,:p:t:~:::::::::::::;;;; ;;I;Ŵ磒֣ţրn\#hrihzq5CJOJQJ^JaJ#hrih 15CJOJQJ^JaJ#hrih`R5CJOJQJ^JaJ hrih`RCJOJQJ^JaJ hrihzqCJOJQJ^JaJ hrihjXCJOJQJ^JaJ hrih\D'CJOJQJ^JaJ hrih=CJOJQJ^JaJ#hrih=5CJOJQJ^JaJ hOh=999::%:&:':,:Kkd=$$Ifl      $\ f!(y (0(44 layt+ $$Ifa$gd\D' $Ifgd\D',:?:M:p:~:::::Kkd $$Ifl      %\ f!(y (0(44 layt+ $$Ifa$gd\D' $Ifgd\D'::::;; ;>;?kd $$Ifl      $\ f!(y (0(44 layt+ $$Ifa$gd 1 $Ifgd\D' $$Ifa$gd\D'I;L;N;`;a;b;e;v;x;y;~;;;;;;;;;;;ͼͼo^MM;#hrih`R5CJOJQJ^JaJ hrihU(CJOJQJ^JaJ hrih`RCJOJQJ^JaJ#hrihzq5CJOJQJ^JaJ#hrih=5CJOJQJ^JaJ hOh= hrih\D'CJOJQJ^JaJ hrih:HCJOJQJ^JaJ hrih=CJOJQJ^JaJ hrihzqCJOJQJ^JaJ hrihI CJOJQJ^JaJ hrihD=$CJOJQJ^JaJ>;a;b;v;w;x; $$Ifa$gd\D' $IfgdD=$x;y;~;0$ $$Ifa$gd\D'kdy $$Ifl      $\ f!(y ( (0(44 lap(ytri~;;;;;;<<?kd $$Ifl      $\ f!(y (0(44 layt+ $$Ifa$gd 1 $$Ifa$gd\D' $Ifgd\D';;;;<<7<;<=<><E<F<G<K<T<`<r<ñ~iT?(hrih~YCJOJQJ^JaJmHsH(hrih\D'CJOJQJ^JaJmHsH(hrih:HCJOJQJ^JaJmHsH hrih\D'CJOJQJ^JaJ hrihD=$CJOJQJ^JaJ hrih:HCJOJQJ^JaJ#hrihU(5CJOJQJ^JaJ#hrih=5CJOJQJ^JaJ hOh= hrih=CJOJQJ^JaJ#hrih 15CJOJQJ^JaJ<*<G<<<<<6kdN $$Ifl      %\ f!(y    ( 0(44 layt+ $$Ifa$gd\D' $$Ifa$gd~Y $IfgdD=$ $Ifgd\D'r<<<<<<<<<<<<<<<<===ϽydR@RϽ#hrih 15CJOJQJ^JaJ#hrih`R5CJOJQJ^JaJ(hrihGCJOJQJ^JaJmHsH hrih\D'CJOJQJ^JaJ hrih=CJOJQJ^JaJ hrih`RCJOJQJ^JaJ hrih0CJOJQJ^JaJ#hrih=5CJOJQJ^JaJ hOh=(hrih=CJOJQJ^JaJmHsH(hrih0CJOJQJ^JaJmHsH<<<<<*kd $$Ifl      $\ f!(y (0(44 lap(yt+ $$Ifa$gd 1 $$Ifa$gd\D' $Ifgd\D'<==== $Ifgd\D' $$Ifa$gd\D'===0$ $$Ifa$gd\D'kd $$Ifl      $\ f!(y ( (0(44 lap(ytri==\=]=c=s=t===========>>>'>(>)>/>M>k>l>>>>>>>>>ܲܡܡ툡òܡܲwܡe#hrihjX5CJOJQJ^JaJ hrih 1CJOJQJ^JaJ#hrih 15CJOJQJ^JaJ hOh= hrih=CJOJQJ^JaJ hrih+CJOJQJ^JaJ#hrih=5CJOJQJ^JaJ hOhI hrihI CJOJQJ^JaJ#hrihI 5CJOJQJ^JaJ"=[=\=]=c=====^UI $$Ifa$gd+ $Ifgd+kd$$Ifl      $F f!(yY(0(    44 laytI $$Ifa$gd\D' $IfgdI ===>>(>`TKT? $$Ifa$gd 1 $IfgdI $$Ifa$gd\D'kd$$Ifl      $\ f!(y (0(44 layt+(>)>/>0$ $$Ifa$gdI kdt$$Ifl      %\ f!(y ( (0(44 lap(ytri/>N>l>>>>>>?kd$$Ifl      $\ f!(y (0(44 layt+ $$Ifa$gd\D' $$Ifa$gd+ $IfgdI >>>>>>>>>>???*?+?:?;?>>>>?+?H? $IfgdI kdI$$Ifl      \ f!(y (0(44 layt+ $$Ifa$gdI $$Ifa$gd\D'+?;?*OJQJ^JaJ)hrih0aB*OJPJQJ^JaJph0jhrihd0JOJPJQJU]^JaJ'hrih0a0JOJPJQJ]^JaJhdjhdU,hrih0aB*OJPJQJ]^JaJph,hrih0a>*B*OJPJQJ^JaJphhrih0a5OJQJ^JaJhrihYES5OJQJ^JaJhrih\D'5OJQJ^JaJ???@0ABBCDDDFFFHHH|J}JJKKMMMgd0agd0a 7$8$H$gd0a $da$gd0a dgd\D'D D DDDEF]F^FFFFFFFHH}JJMM,NBNOOzP{PPP˻˫ˣ˻˻ˍ|||eJ5jhrihd>*B*CJOJQJU^JaJph,hrih0a>*B*CJOJQJ^JaJph hrih0aCJOJQJ^JaJ#hrih0a>*CJOJQJ^JaJhdjhdUhrih0a5OJQJ^JaJhrih0a>*OJQJ^JaJhrih0aOJQJ^JaJ)jhrihd0JOJQJU^JaJ hrih0a0JOJQJ^JaJM,N-NBNNN2OvOPPP|S}STTUUUUUUUUUgdOR & F dd[$\$gd?gd+^gd+^ & F gd0agd0agd0aPPPPQ_Q|S}SSSUUUUUUUUUUUUUUU˺ogcgcgcgcRNJB>BhtGjhtGUhdhOR j#h?#hriUmHnHuhjhU&hrih?5CJOJQJ\^JaJ#hrih?5CJOJQJ^JaJ hrih+^CJOJQJ^JaJ&hrih?6CJOJQJ]^JaJ hrih?CJOJQJ^JaJ#hrih0a>*CJOJQJ^JaJ#hrih+^>*CJOJQJ^JaJ hrih0aCJOJQJ^JaJUUUUUUUUU & F dd[$\$gd?$$$a$"UUUUUUU hrih?CJOJQJ^JaJhhdhtGjhtGUmHnHuh^mHnHu21h:p}Gc/ =!"# $% +$$If !vh5o5595#vo#v#v9#v:V l (0      5o5595` a p(ytri+$$If !vh5o5595#vo#v#v9#v:V l (0      5o5595` a p(ytri+$$If !vh5o5595#vo#v#v9#v:V l (0      5o5595` a p(ytri+$$If !vh5o5595#vo#v#v9#v:V l (0      5o5595` a p(ytri+$$If !vh5o5595#vo#v#v9#v:V l (0      5o5595` a p(ytri+$$If !vh5o5595#vo#v#v9#v:V l (0      5o5595` a p(ytri-$$If!vh5y55 5(#vy#v#v #v(:V l$ (0(,5y55 5(/ p(ytri$$If!vh5y55 5(#vy#v#v #v(:V l$0(5y55 5(/ yt+$$If!vh5y55 5(#vy#v#v #v(:V l%0(5y55 5(yt+$$If!vh5y55 5(#vy#v#v #v(:V l$0(5y55 5(yt+$$If!vh5y55 5(#vy#v#v #v(:V l$ (0(5y55 5(p(ytri$$If!vh5y55 5(#vy#v#v #v(:V l$0(5y55 5(yt+$$If!vh5y55 5(#vy#v#v #v(:V l%0(5y55 5(/ yt+$$If!vh5y55 5(#vy#v#v #v(:V l$0(5y55 5(p(yt+$$If!vh5y55 5(#vy#v#v #v(:V l$ (0(5y55 5(p(ytri$$If!vh5y5Y5(#vy#vY#v(:V l$0(5y5Y5(ytI $$If!vh5y55 5(#vy#v#v #v(:V l$0(5y55 5(yt+$$If!vh5y55 5(#vy#v#v #v(:V l% (0(5y55 5(p(ytri$$If!vh5y55 5(#vy#v#v #v(:V l$0(5y55 5(yt+$$If!vh5y55 5(#vy#v#v #v(:V l0(5y55 5(yt+'$$If!vh5y55 5(#vy#v#v #v(:V l (0(5y55 5(/ p(ytri$$If!vh5y55 5(#vy#v#v #v(:V l0(,5y55 5(p(yt+$$If!vh5y55 5(#vy#v#v #v(:V l0(,5y55 5(p(yt+$$If!vh5y55 5(#vy#v#v #v(:V l (0(,5y55 5(p(ytri&Dd 2p  s >A?Picture 3"Rb)3e, A>gF6)3e, AkExifMM*bj(1 r2i ' 'Adobe Photoshop CS5.1 Macintosh2012:01:19 12:23:16s"*(21HH XICC_PROFILE HLinomntrRGB XYZ  1acspMSFTIEC sRGB-HP cprtP3desclwtptbkptrXYZgXYZ,bXYZ@dmndTpdmddvuedLview$lumimeas $tech0 rTRC< gTRC< bTRC< textCopyright (c) 1998 Hewlett-Packard CompanydescsRGB IEC61966-2.1sRGB IEC61966-2.1XYZ QXYZ XYZ o8XYZ bXYZ $descIEC http://www.iec.chIEC http://www.iec.chdesc.IEC 61966-2.1 Default RGB colour space - sRGB.IEC 61966-2.1 Default RGB colour space - sRGBdesc,Reference Viewing Condition in IEC61966-2.1,Reference Viewing Condition in IEC61966-2.1view_. \XYZ L VPWmeassig CRT curv #(-27;@EJOTY^chmrw| %+28>ELRY`gnu| &/8AKT]gqz !-8COZfr~ -;HUcq~ +:IXgw'7HYj{+=Oat 2FZn  % : O d y  ' = T j " 9 Q i  * C \ u & @ Z t .Id %A^z &Ca~1Om&Ed#Cc'Ij4Vx&IlAe@e Ek*Qw;c*R{Gp@j>i  A l !!H!u!!!"'"U"""# #8#f###$$M$|$$% %8%h%%%&'&W&&&''I'z''( (?(q(())8)k))**5*h**++6+i++,,9,n,,- -A-v--..L.../$/Z///050l0011J1112*2c223 3F3334+4e4455M555676r667$7`7788P8899B999:6:t::;-;k;;<' >`>>?!?a??@#@d@@A)AjAAB0BrBBC:C}CDDGDDEEUEEF"FgFFG5G{GHHKHHIIcIIJ7J}JK KSKKL*LrLMMJMMN%NnNOOIOOP'PqPQQPQQR1R|RSS_SSTBTTU(UuUVV\VVWDWWX/X}XYYiYZZVZZ[E[[\5\\]']x]^^l^__a_``W``aOaabIbbcCccd@dde=eef=ffg=ggh?hhiCiijHjjkOkklWlmm`mnnknooxop+ppq:qqrKrss]sttptu(uuv>vvwVwxxnxy*yyzFz{{c{|!||}A}~~b~#G k͂0WGrׇ;iΉ3dʋ0cʍ1fΏ6n֑?zM _ɖ4 uL$h՛BdҞ@iءG&vVǥ8nRĩ7u\ЭD-u`ֲK³8%yhYѹJº;.! zpg_XQKFAǿ=ȼ:ɹ8ʷ6˶5̵5͵6ζ7ϸ9к<Ѿ?DINU\dlvۀ܊ݖޢ)߯6DScs 2F[p(@Xr4Pm8Ww)Km Adobe_CMAdobed            " ?   3!1AQa"q2B#$Rb34rC%Scs5&DTdE£t6UeuF'Vfv7GWgw5!1AQaq"2B#R3$brCScs4%&5DTdEU6teuFVfv'7GWgw ?ծtc+\׷鬡mDG[#ǷfN?:=ލclmazlsp/~GV 8"-q!mFt̜2,{,s=G;{ƭݘ UKh>:3.ka ^ 4,Iq AVVneT<66=n睭v֮o?$UtuƣGSe,sȮKsٿՐ)co>,p֢_ Ǯ?$6?%:p<5nwv)So꥗Ͳٸ1kl:^_ꣃc9/mK_}qؗ%!-~ޖg?sI!/un1[mKTc>cwKo?$>gKEnp-pcFu'9 CAwKo?$}$>?>;~/mb]ĻI/_I/OWߋ}qؗ$.KKCе93_#[em oxo;8KdUfCfWE^Γ߳ҥv8?E>E?H}#~/QΟpǯ>^-ꬭڶw7u1V=Rf^n5ٯ۱+ǭUo>kڲv[]G@s MtolC ELRY`gnu| &/8AKT]gqz !-8COZfr~ -;HUcq~ +:IXgw'7HYj{+=Oat 2FZn  % : O d y  ' = T j " 9 Q i  * C \ u & @ Z t .Id %A^z &Ca~1Om&Ed#Cc'Ij4Vx&IlAe@e Ek*Qw;c*R{Gp@j>i  A l !!H!u!!!"'"U"""# #8#f###$$M$|$$% %8%h%%%&'&W&&&''I'z''( (?(q(())8)k))**5*h**++6+i++,,9,n,,- -A-v--..L.../$/Z///050l0011J1112*2c223 3F3334+4e4455M555676r667$7`7788P8899B999:6:t::;-;k;;<' >`>>?!?a??@#@d@@A)AjAAB0BrBBC:C}CDDGDDEEUEEF"FgFFG5G{GHHKHHIIcIIJ7J}JK KSKKL*LrLMMJMMN%NnNOOIOOP'PqPQQPQQR1R|RSS_SSTBTTU(UuUVV\VVWDWWX/X}XYYiYZZVZZ[E[[\5\\]']x]^^l^__a_``W``aOaabIbbcCccd@dde=eef=ffg=ggh?hhiCiijHjjkOkklWlmm`mnnknooxop+ppq:qqrKrss]sttptu(uuv>vvwVwxxnxy*yyzFz{{c{|!||}A}~~b~#G k͂0WGrׇ;iΉ3dʋ0cʍ1fΏ6n֑?zM _ɖ4 uL$h՛BdҞ@iءG&vVǥ8nRĩ7u\ЭD-u`ֲK³8%yhYѹJº;.! zpg_XQKFAǿ=ȼ:ɹ8ʷ6˶5̵5͵6ζ7ϸ9к<Ѿ?DINU\dlvۀ܊ݖޢ)߯6DScs 2F[p(@Xr4Pm8Ww)Km Adobe_CMAdobed            " ?   3!1AQa"q2B#$Rb34rC%Scs5&DTdE£t6UeuF'Vfv7GWgw5!1AQaq"2B#R3$brCScs4%&5DTdEU6teuFVfv'7GWgw ?ծtc+\׷鬡mDG[#ǷfN?:=ލclmazlsp/~GV 8"-q!mFt̜2,{,s=G;{ƭݘ UKh>:3.ka ^ 4,Iq AVVneT<66=n睭v֮o?$UtuƣGSe,sȮKsٿՐ)co>,p֢_ Ǯ?$6?%:p<5nwv)So꥗Ͳٸ1kl:^_ꣃc9/mK_}qؗ%!-~ޖg?sI!/un1[mKTc>cwKo?$>gKEnp-pcFu'9 CAwKo?$}$>?>;~/mb]ĻI/_I/OWߋ}qؗ$.KKCе93_#[em oxo;8KdUfCfWE^Γ߳ҥv8?E>E?H}#~/QΟpǯ>^-ꬭڶw7u1V=Rf^n5ٯ۱+ǭUo>kڲv[]G@s MtolC XICC_PROFILE HLinomntrRGB XYZ  1acspMSFTIEC sRGB-HP cprtP3desclwtptbkptrXYZgXYZ,bXYZ@dmndTpdmddvuedLview$lumimeas $tech0 rTRC< gTRC< bTRC< textCopyright (c) 1998 Hewlett-Packard CompanydescsRGB IEC61966-2.1sRGB IEC61966-2.1XYZ QXYZ XYZ o8XYZ bXYZ $descIEC http://www.iec.chIEC http://www.iec.chdesc.IEC 61966-2.1 Default RGB colour space - sRGB.IEC 61966-2.1 Default RGB colour space - sRGBdesc,Reference Viewing Condition in IEC61966-2.1,Reference Viewing Condition in IEC61966-2.1view_. \XYZ L VPWmeassig CRT curv #(-27;@EJOTY^chmrw| %+28>ELRY`gnu| &/8AKT]gqz !-8COZfr~ -;HUcq~ +:IXgw'7HYj{+=Oat 2FZn  % : O d y  ' = T j " 9 Q i  * C \ u & @ Z t .Id %A^z &Ca~1Om&Ed#Cc'Ij4Vx&IlAe@e Ek*Qw;c*R{Gp@j>i  A l !!H!u!!!"'"U"""# #8#f###$$M$|$$% %8%h%%%&'&W&&&''I'z''( (?(q(())8)k))**5*h**++6+i++,,9,n,,- -A-v--..L.../$/Z///050l0011J1112*2c223 3F3334+4e4455M555676r667$7`7788P8899B999:6:t::;-;k;;<' >`>>?!?a??@#@d@@A)AjAAB0BrBBC:C}CDDGDDEEUEEF"FgFFG5G{GHHKHHIIcIIJ7J}JK KSKKL*LrLMMJMMN%NnNOOIOOP'PqPQQPQQR1R|RSS_SSTBTTU(UuUVV\VVWDWWX/X}XYYiYZZVZZ[E[[\5\\]']x]^^l^__a_``W``aOaabIbbcCccd@dde=eef=ffg=ggh?hhiCiijHjjkOkklWlmm`mnnknooxop+ppq:qqrKrss]sttptu(uuv>vvwVwxxnxy*yyzFz{{c{|!||}A}~~b~#G k͂0WGrׇ;iΉ3dʋ0cʍ1fΏ6n֑?zM _ɖ4 uL$h՛BdҞ@iءG&vVǥ8nRĩ7u\ЭD-u`ֲK³8%yhYѹJº;.! zpg_XQKFAǿ=ȼ:ɹ8ʷ6˶5̵5͵6ζ7ϸ9к<Ѿ?DINU\dlvۀ܊ݖޢ)߯6DScs 2F[p(@Xr4Pm8Ww)KmAdobed@sP     u!"1A2# QBa$3Rqb%C&4r 5'S6DTsEF7Gc(UVWdte)8fu*9:HIJXYZghijvwxyzm!1"AQ2aqB#Rb3 $Cr4%ScD&5T6Ed' sFtUeuV7)(GWf8vgwHXhx9IYiy*:JZjz ??! /gn??7Fw=*rsqEO-Yzq_ u?qϵ_݃V?/tw^nyw[7}˻ܖ_.yowޤ.xwN\xqE?{%>Bwݼo!Gor.ђqE_}ߎ?}Yzʿ!;WvG=r}3a{9%2won?x-юqEnb߿{9e5F?۟ծ\-⋤ wNo{wdQ߸՗߽,_Xw=Yzѓs/,r[XW^{{kOl_9nU[/%t?{9e2wys~=s>Vof/׿|G/Y;OkMRfv%u0r[zȽ ~ыw(7,_\G/m2y[[b{O?/<G/m{v߿Ld֮a?=Yo^O}??`{W/׿<G/mo~3{oZ{9e{=w^у?^SomXW^,ڟ0wg]Kjc;OF믽TOͷb]{z޽;'iu)9,_XyW_׿w?S?g6%u1r[z|u߿|Ld֮a?=^Yo^O?`nO/׿<G/mv _~3oZ{9e{>с>sX°,ӫ07հγj;믿Oͷɲ]z޽;'u)9,ݲW_׿??g6%u1ڳ߿|֮?=Yo?ֿ`Կ/׿<G/mv _~3oZ{9e{>с>sX°,ӫ07հγj;믿Oͷɲ]z޽;'u)9,ݲW_׿??g6%u1ڳ߿|֮?=Yo?ֿ`Կ/׿<G/mv _~3oZ{9e{>с>sX°,ӫ07հγj;믿Oͷɲ]z޽;'u)9,ݲW_׿??g6%u1ڳ߿|֮?=Yo?ֿ`Կ/׿<G/mv _~3oZ{9e{>с>sX°,ӫ07հγj;믿Oͷɲ]z޽;'u)9,ݲW_׿??g6%u1ڳ߿|֮?=Yo?ֿ`Կ/׿<G/mv _~3oZ{9e{>с>sX°,ӫ07հγj;믿Oͷɲ]z޽;'u)9,ݲW_׿??g6%u1ڳ߿|֮?=Yo?ֿ`Կ/׿<G/mv _~3oZ{9e{>с>sX°,ӫ07հγj;믿Oͷɲ]z޽;'u)9,ݲW_׿??g6%u1ڳ߿|֮?=Yo?ֿ`Կ/׿<G/mv _~3oZ{9e{>wNс>SsmXW^,07_]}mKjc;OF믿TOͷb]{z޽;'iu)9,_XyW_׿w?S?g6%u1r[z.?Կ>X4o-Iu(o>Ou_UZ:qGǷgkf&ۉ=|.jKx??}׺}?p}NԘ= M_r P鞲$oFW@HYUϯYP_ݵ/^dP{sY}>ukzzH}ߵ^qa^^R?cW\{׫׮?ԏ=XGu#~:zkzzH}ߵ^qa^^R?cW\{׫׮?ԏ=XGu#~:zkzzH}ߵ^qa^^R?cW\{׫׮?ԏ=XGu#~:zkzzH}ߵ^qa^^R?cW\{׫׮?ԏ=XGu#~:zkzzH}ߵ^qa^^R?cW\{׫׮?ԏ=XGu#~:zkzzH}ߵ^qa^^R?cW\{׫׮?ԏ=XGu#~:zkzzH}ߵ^qa^^R?cW\{׫׮?ԏ=XGu#~:zkzzH}ߵ^qa^^R?cW\{׫׮?ԏ=XGu#~:z(WMFVs1y\͇7 _uɿ. %O蒨N2Hґ_O۟y8S ?uBsOۡsuݝyQ-F>LdfZ i'7(g@p.m SK8z~["zJRVS=bMVG~A^뒍_n$ʭZ鎲+~t̯ wY4r_??~˪xԅ>uO׀=zS'nx:z筿WڿשO7WkZY{z^A7ڗׯhn~}zA7ڗׯhn7g`n^E*{'1p0 Foeh5!|ȹO'4we(} Gyx?~B#&_VRRKG`w7QG<ëZemrxM t>{{k_M/.Y#G#-RbH\]At^Z~"kk9_SSIn={9k8YO5?̿tA߿׳߸~ȿo^ZaT:SIn={9k8YO5?̿tA߿׳߸~ȿo^ZaT:SIn={9k8YO5?̿tA߿׳߸~ȿo^ZaT:SIn={9k8YO5?̿tA߿׳߸~ȿo^ZaT:SIn={9k8YO5?̿tA߿׳߸~ȿo^ZaT:SIn={9k8YO5?̿tA߿׳߸~ȿo^ZaT:SIn={9k8YO5?̿tA߿׳߸~ȿo^ZaT:SIn={9k8YO5?̿tA߿׳߸~ȿo^ZaT:SIn={9k8YO5?̿tA߿׳߸~ȿo^ZaT:SIn={9k8YO5?̿tA߿׳߸~ȿo^ZaT:SIn={9k8YO5?̿tA߿׳߸~ȿo^ZaT:SIn={9k8YO5?̿tA߿׳߸~ȿo^ZaT:SIn={9k8YO5?̿tA߿׳߸~ȿo^ZaT:SIn={9k8YO5?̿tA߿׳߸~ȿo^ZaT:SIn={9k8YO5?̿tA߿׳߸~ȿo^ZaT:SIn={9k8YO5?̿tA߿׳߸~ȿo^ZaT:SIn={9k8YO5?̿tA߿׳߸~ȿo^ZaT:SIn={9k8YO5?̿tA߿׳߸~ȿo^ZaT:SIn={9k8YO5?̿tA߿׳߸~ȿo^ZaT:SIn={9k8YO5?̿tA߿׳߸~ȿo^ZaT:SIn={9k8YO5?̿tA߿׳߸~ȿo^ZaT:SIn={9k8YO5?̿tA߿׳߸~ȿo^ZaT:SIn={9k8YO5?̿tA߿׳߸~ȿo^ZaT:SIn={9k8YO5?̿tA߿׳߸~ȿo^ZaT:SIn={9k8YO5?̿tA߿׳߸~ȿo^ZaT:SIn={9k8YO5?̿tA߿׳߸~ȿo^ZaT:SIn={9k8YO5?̿tA߿׳߸~ȿo^ZaT:SIn={9k8YO5?̿tA߿׳߸~ȿo^ZaT:SIn={9k8YO5?̿tA߿׳߸~ȿo^ZaT:ߺ^1 KKyWˮFPb]c%z%t[_tMP~GcִYv<+{Y z6{ֳtBk{S7 }O\?}Uueo-l>ӃΚҾdVP?[:!^LoOYTocMhϬ_{=ꏯo[?wtz^^BރWxt}oA׫+poW}7Xr^k{=Vhq/R?^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~ߺ^ǫÆ|Tr6Ou{_/^=%ji?~}N?~mm״|a'˦4X~>]jLY-s$տ5}Lm:ʤ5^ uX+Z]5O'ƽu5jm_?u?u?u=M5}/KtP>>g?\ [ըz?Oԏ׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ_ߺ^ǃH?>xXYOϔ6ߟͽ//56Z+n/^螨'?kE~`?!/ɼ?>yŞoVX/qż6jLb\otfO~[0]lÞk_jwOix=\pcwm I}6NO -ѵZʪld9\_[C(o 2~߰>Cpi5z? KMCNKI>?V8唒H`{0^57>Rϥ>?7|@HFЋr2~?j]fWӟ{o=b ?˜o̎XlwpP䒃=Ma/TS;c{t¸zALY>/U%S;ﶺץz6[|vl=DMy==U/qI?~WY9z [[M{umgG,W]ݲzo*}>֯E|ؽѷ?Ufs۵?/OQS68C\6 G|w;V?oAwv远>:3&ƣ9o}ɂz] +qw2/$|[w[<9nxo[o'= G^')okMwoKܙ"01Uw eݧyl<ԲKO_r.Y[o-/O^rMopC ,INܟPtXOğD`)?T|_ g^ b,iߛ^m+Y-7H|>$?'̛/-5G[>aDf{O|P=[qWu;[aoͿո۹3Œ khv+Z!o[o-/GwܕmmTBu۟{o"z<>r=zWӯ$|\M[}ㇻZr^m&t?ըz_Yԇw|z[{Amߌ-ݕ[ڒ=U Vzb]ӰT[psUU涬 T,)QU K_o9qxDGĎ6B%9Tѯр +PhQ/s_4s6imܳd)xr_H R8&7٠ܡX8,H Z0-V#%[;oe,l'LeT0Pc"25K5TiSз쟣~f O ?q\tpdK/ &U&[=Ku6֛W{Eˠ/#op~}J(|=[ռ<}u7TBSNw7hl ݺܞIxs~){mbs7zxAce{&2QGhK>GAseO'ȧn?WZ⚝W ~܉^EW8Zgf4،6:+JȠ8r].A˲n|øC-!j(U@UOm˺n>͖!TPXbq===[m]a_f/tΛ} S3@V)>9B=Bd۷O7;ޖm E5Ȋ@NGpwÛi,X6Xʵ{hP>T i׽u~.۝{s}3;{;틅]qciScʢOAO+u?vf*]3VBq \KW 1kkpUA'&rpl]_ܾwƦn}j 3ܘL~r@ꝩO)7& |;o^l/w;D߹>޶XN][+_A4uhtW[k%Qp@ͼuh#[ߧ>6h] 5lut;{ })4;2&*]{"'~^hNv}?WPa6u-v/[vaj4TW@!<:j\ vY.ԧc6ϊk wxo׽u~{ߺIm+mC+lg[Kgf)vsP;j}]X(sXjɕYL Xk57F 'I1` ijPq-P^Mel&HA#%j.ONٝY3s[:撺~5/nnH]A K"* bNG/M^ˎo6c1*(,)DԀz(< ‚sxeă `|%5Fs^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^ߺ^k6[['#lZSdum7sOOe=ͷ#aoqW۹H׭xMg$˛m$w͇U"ݑFH>NnXoubf+lM7K)=v)(K ӳ݈_w{hѭ]Lri]k||'WMٿ~>漣s|>cߢq|_fr|nlSY9C6.cdt&# {xPE W,3?P";fI'G$}ܥ;o*Y񋹿SnLs]gWv_N/HavϓAKN Na*1iPK7,_Oq.އݜ;#iu󉆡fdVM,y7uM%=l }:[gM0`a9?9q5_ȍ'4eS܉7rA г1W۟3{'ѯ?_myo[}˺Q:PlxmZO6яoĆK[B-])N+? #C9ɴ*n{\Ias5}8x=Q??gXӮ>q폿k>NV.ygvq t?{ǟvMyxc4u$[?j>ꜿ6|ٽC>Y7 \[;UmZ:Ԩ *sGW%>n{5 J l:U1AAzmŷuEjfMO)"䮓ٱ(& :}^z)>JlZJJj"Xa{(K  !<l?!ǣ{ ^G(BybcA#ASč#n]ɒޒf2e—jtZ!C?1y+cyIsw's.r-B9K"FbO!T&w]6?n7Ym^tb4q,묑G ~Wǿ:v2m"n]۾y=ўwwt)QVhms)n.m\Ehq~Ɗ5 jzEvɴI4[cMC,K%.M)JSc>V? #;?Sl}-Mf x]vlͿ< S;&B;K&( EmͳK['"[iTyg9 p$$rQs^1e'H#THК,2+ 鮨+͗6~+76O{vn6ҙ3%ʤUѳ5p7ޑ6[{E)u([H("F44F*Ԫ;GʳNn=sifa>gjZрm}:/%]?^{vXn~𪧴z%]`ە;i^[zvn嚊C-5Eq W]w製ub7x7Q)q!8@PjB ,^ϵrm3sn XR1*G G(ZKPZMn׀؛Srmגm}Ŗb`XVG* % +G )*",B2HJwv7r6wcUAf'ӻ;8WȊ[mI.{R6 GIڕx2o[%4ocv.mfv#$,$9j Wl !MJ.)/|99=SnhcDUFp[5Ƚxuwʿñ;Y"vnÑPVŌmf^\^f _Cf8dL-Jy)SY{}ew4&ѵg(XUv# h@j:8ͯ#yRuu`+2 kWS+FBomv6*?WAݿ2<u9n:~s<rMR$Q4E+/9ݫ1#CT$i5D\ QSRjI$Ϙ-jmi k6B<79yݲqLIvnYa=ٽ[KQɠ|g3un޸]*p4pZZj揟'؈ow;"l6?xIH-||{ er%4NRAW%%FD*'K[''=5. -Gd%n?g7-6Pr릦۔nev_g}u}>ۄG0ʅԺo a"L'*[X򇸻=¿n+4(Vp)H2ֵ|;/~o.K;uc6ʞ~Yxճ;\4=rBͩۻ/;ܱVӪӨZTJ*yXlLM˲1Q["]ZkMZI]T +NN~KF}əѽ/X~cvúf9o_-U[Cf5tu>Ia>6{޹S"?cPخTMb51hdw gSkmF,%jgѭaj HKo:|7cgxtO;{` ó`o;.]a'Ue#1]$'ڻ&yx(om,7zx $D~1S u*PzKz7=јM=?նsա5׸ϳآvU58ٰճٱʲϰr mC+>6<\R"*wFI7>_vxj,\CT\Q˂Ėm}˒yw63ZCtA*R3. "vvA$o纷'fqY ,_gn*Hiw^OrGD"6tWU;uaonQAE04Z2cTHb= H7Mkg RGI#U$gYE%@p:5feۗwnC?*zJWݍ_1nݯ7'ǏN>ݳݴĸܘ>0!7M4ŸS괥#֦8)ڕ埿վ?ܷl]?9Հ/.:7ٰ{.뱷Зw:?ʱչU5㴥ܰO<u ;tJ8mr|\7ZwVoq|Mv}vvAۛrzx?kKCMqlKx?na_{7iӕ '_EF<}F\: {7UK=z~w}o[]п-kvn|+h߿uf__.'kNS{mMѺ~)u> ᡢ9 ߰$9[!E?ܓ0;_Lc Z[~=CݡO 7^{񯱶?W7%|/~oK,T>I~I$m-o )A ⽺ߝ!?7{gMRuq=M=mkioM\}'wZ*?$Dz=sAq=4] ]k;xfg%kB?_z؎k/}}GZ[ӧ'6^{EӏOBm’Os{u5GT?OSܙN:[y7qru-Я;&={/}a'+(Qz=5[S:t^.ozcnnܛum<~[}۹r,Ul<-H)#bd,ݙE|yZw*YRƴ ~,xb+rݟ)leg5JŽ9s|}/j-ݭ)&tb?mj?ϙa>9rr]x VRM4jkg}x6*eӧ_X]ztiz v+|^,ܙ]O5*duY#rf3NMSEEQ+KBXMrn^o{%m"' buTYb$gN+=zn$wh5DI* U&žmό{?jQg^nd%fp&"o /5CuVKՕ9 L97:2x1hjUp{٭/%mDgTxeord jOBײ ˷w\f:.}_ڛZHv,O3XެTX7v7k2ޢuiD{lѷHmDv>,Ӄ!,ifB El*Ewtd&tMVdYU`"0EԪZk͊}7coտ3Iu;^&moml.vz`p>f8|!s\t;NjsD_3lm[~ ?U1o''isļ[q.UG11 % tMq㿶{S$V߽٥ǝؔvGmޫ,Eg4IN۞o$\͵Im3>&_ӲѴl[ùǵn,)|6Vd{Bbm6aQReqXݫ\iCPÍB-Dj~vZVdޣu-ĐJe%Y@%iVm}t#@IbEʨtc@KREcuVK1c]Ehm|%v16Ehce&ʢ5 hT#Ӥ}طn_Cx@R(_j}M;[jQugѢX,[ք0ov.v'b/V|CnjYvʹ觚Z:*)ijev"Ogwq˻mm DxȖ$H+2fPA˓m, 7[ ȍAǬRʬYU4 ӧLîD䷮8|ju?Kvn'1-mz|m2HLy*JL\z$j1բ2t(ߛwڴʳս'iHTcw_bc2ɵ>vHҒ0f!@( U%[Mhs/b15*Hc*MJ3ML +wSd+66ٛ'wYO3-Wf6߬I3s|?5ZRQW 3O$(B;m4/o{K}q::E%i,һGwKV)%!M+#VT T'm|Xx {63sٟRnʾl }r;j&ɒfmaivׂv-g沷wuna`2ⶊ8 = mKt.6~ZaR@`]uB*$]5pwʾ{&vgkGwg2J*81]T;F8a?T{--nf slm ELKKB±$DHjZ&{p.X[$f +H,O}}u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺ߺ^75Q[v?[ݿ䩸yDCٮϤ^=(6o_x>LRlu+rori)uc%Q1!}͎}?!οIg(}L:4 ? ~ckf0x<V{ j:b~eaC/Fn-n_]O_|w]c{r|B4~ٽ^j|^㝢3_C.~Oq.yu-շ*sKhaW~}Heq\o>}Ìn|h=^Gwf#sKhf꿍KT ;4tI5q%Oo&kոM]e__%G2sؘ'WǸ*TVmȠL}C`%7$O.Rv݆eogorm__vGit|ZnJ4^mL`Mс1:_jo$ ;~}YqO.R??/oglz6Sɍ՟A=j[rzw[;ojE./tuIarVùL.ťAݫztm?˪CUQ7-5R8++(/'\On?OZ]Trucӭ6|ՙ0qIQRR7E?z~WE IBͻ,+_=d}kx%l#k㞆|[=ɚ>o5>߃Omo.{+ GW%\MXi\ܹ0y3+aWˁX 6K3,p E\8섴3HӲ:@·R:[T;*׸@HRಃP3̰ѫ:Uhf TJ>/i}#Eܺö|޿?2ZqO}#Eܺ{;gz>/i?4[˭i׾ö|޿?2ZqO}#Eܺ{;gz>/i?4[˭i׾ö|޿?2ZqO}#Eܺ{;gz>/i?4[˭i׾ö|޿?2ZqO}#Eܺ{;gz>/i?4[˭i׾ö|޿?2ZqO}#Eܺ{;gz>/i?4[˭i׾ö|޿?2ZqO}#Eܺ{;gz>/i?4[˭i׾ö|޿?2ZqO}#Eܺ{;gz>/i?4[˭i׾ö|޿?2ZqO}#Eܺ{;gz>/i?4[˭i׾ö|޿?2ZqO}#Eܺ{;gz>/i?4[˭i׾ö|޿?2ZqO}#Eܺ{;gz>/i?4[˭i׾ö|޿?2ZqO}#Eܺ{;gz>/i?4[˭i׾ö|޿?2ZqO}#Eܺ{;gz>/i?4[˭i׾ö|޿?2ZqO}#Eܺ{;gz>/i?4[˭i׾ö|޿?2ZqO}#Eܺ{;gz>/i?4[˭i׾ö|U#gṟC'cࢬ#lLy ^u2xD\.O>Oqii>^At?)JMkVѣ_ͫMkWiZW4F{ .f|6"}AnxLV K(1&ڮ(OW6;-LJ=4 % Y[Y택 kY8V"w p@fhak. J]CS+B @bHUw{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺uߺ^#3/?ӎ&CunTܿ漿wes޿̼F!G)sw3_/b6swl͏l5x̅U{qь PQ50aN]]. UE6i;^3AW)賵Q|3y?$ r孞MqN.dkaU؝s=?3o'uu`mplɐ)C u9">ڰEDڰ7??({ۏ0?=؛~µ<?mM5R?6m{\^5dEu~o{S{,_#?gtOiu&g008j;Sh;s9(k)<sWu,2Ŷ[mziMKX]#[.sl_):q,yґ[>~!OۼyϿ[tMOzy4hLإ7} 9 Edo!z=3evvufRK.㢆 >}OG4?gG|m%]'ko-{,fnYc+q]+ ج]MKJX|⎎Ij;ѽUղѳ۳6<<5MS▦iTSS+)_m/Џ{-%Zf?5lM?ݟ͢<:EBy|s=|iܜ܀n8@GQG_M?ꍹ{+hrt-]T3a=ܳ`nyƯ- ۇPȒI*C2$%T5עM7oYb+[n^2GsrJǸ(2>3+9я9²9[gld ds5³jM*TѼ>ܳ&qϲѡK:<:|vMߴ3]Cmy S(姑/mܛ.B %>,%Ht[y'HفRxH 0 o7B4~ O2G"2nA*A&lQ|vyno]'cbjoS>±7.'صٱu.l·ɸջӳm:un}ǽꌶOjT-1ĈՊ F|ao+u ǎ91xJHUj%}*qIϻ*gj Ԁo2+Y:uGOZ >{uǡ]ݎ{ʦI헚$d(i+$jj٪#HhQX{}秷EFeDM* F@ꡨz0?nQ1YRT1FJ$Rv^W%O9v+.hY]-eu=!Y4Lv؞}wo{y,L)+Ĩb<2@R YZO23Čp T'qWwGͣLw[|x꜎rCzҷ~ouΙ25 18>i)ݰ.؊`9=ɧѧ1"G#ճȨǴ=ǴۖՒiҫCY/%7;w谨ArU-ݘ'ɲslwX}T!xtFGPN;J#ν2^[4=,#6iF(@pm@SNkߛyf> ڰӽRo<:?/5<B"aL'zsPoFLI'(]"SEw"L4QMֻ;[b%?#­j dj5`VvϏ+nmd-|:>c:e1ҢlO)m1m{EGk;fJFaMXW5[/n{1sH:O#Qu'ل'{Իc =hw>֚54':º*͹r:s&%яjM1ȅW՝$)$c6d\#׺}^]}4I(uUG=m-/)U{oo~{_*pܘיB_5Њ)Mf!`n帯E̎UD¬PGT.PᤃƇ3o֑n7-!YTC5A Mٻ:z{PoanGwf|bv~ۆTÏG/IFeXfg.99w|ůa!%!RI,hNQ5 *Ryd[mlⵔJe0+*O"B֤ ]3ym^=ڕ]Mvvϱbl:zgg y}RRQb)rX[TļVW{[ ÇHie'JpFI<mw͗xb;I'61D(ZVbtjY };Q>Tf1_^/T6УC\7={vomy܍5tuѺyi9}W&vI ethd8+հbBsZѮȳh& +$ XxdS%"W #{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺ߺ^S3j̭wQMKE >?f|֑x1\)zCqľ,V.O_~sMGVnJ?8ce--^f ;C>Bz8Y"3 ~^oܥKiKқ=-"0Wbb |u5ݕUm/36j^XmLJO4ҙ{ 9[Q RplwFo?.^u)7 >=(yM훬}:6pn̑lf1}e3+J6NoܬI=x| m)z6GH]?(o/yMȃ6srgNtNs0=U7&%?ڭ{Fϙ'itm"!L-TJ\|{R?qxjX;Ez|Qx1#3g_zLg?)tۣr|ܻzap;fO}k Wy6S%eW?)#$G/4釱"0]kK龲}K-Z|ݍFZX٧]s'&SRe+?]σcajƴ>>u=fCR9_=TRksruwvgId#uVɿ>UTs{Us7}&R]ysEkoлԿɣ#X|>.~ y:qyHr./⡊)fhnO~>M)4RK=]nid'q. GìSagz$C2& QWԙJ.2S`fzpg۴;~ܥ.wM|;XGYTH>>{Pn6]mֲ[` >T ]D^ʆ.c:M|?(ݟ~Em] 77D F̵m3=1e-ATàC[{ʗ|wwJг#=~ZAR4]1eH[D)E:/?7s̻jhd?nebJ=Ӷk-LUù(jZG0{bt]~q Zt{ySlF'BV@}puF%|z:gonOhW)yJL~I<r5 NAPoeu~vӷ]KpƺVo"88޽2 .(|M)6r2Q_=usLP)|j+W]ȣRʌEEB<ѿS_dguȓ/*O;y[YD} TrU׾ |:Wh>Ο:"ʑɿx#~stݗٹީA [{ol[[Ute8 ʼn)XZzeUp"mM㻈I@:5@PdT w+[˿y;-KIG,]7$}qi*:В @hMLG~u__+I={#ԽYA`6o/ؾ=v=-]5:'U +Lh>rجU^G@ڨ$-3{*(0\nl-ZLC "vjGVgŜŚM֘Xa1dmq:-v?$O ܟ*˝ "bOW|X|Ӑy+g#龂dQՔg~+JlnMr%u^ zŴoP4'eaA܍}aR(CkZ8SOνnne.v!h rsj5di: /ũ/#{VPnmyn餝X* 5w G⽏1OgiHj}'51Rkuتj,^6%3MKE.V xKGETTWN+E QҀ(3#+Hjrh1SEI)yZj e0*sANt|Sm zwHd/~?JiᱛG{& ]4,]J{3ȲYkqO)df-_3|MKKzr%zeEff 31 .YqԻ'Zj3 <}Y=625Ce_']03PIn,ϗ6 79}#ij|Cy- [lIxSv_N~ݸ|cxv^2Ii|e=-ib%Z4JH2{mWvs[6 LIzYhA=;r5Y!enpM͗6]QKV wCi I҄ROaބ=PWŸ˧iGʍ8 џ Dtfo}nSkwF m>uVG,E_ uRGSA2;7srW7Gf|oA(oeQP(xY PXVo|=ǚKQΡ.b+)X{Scxan޹;6mU8E~<7&IGYYygx̲[i.MIu}EH E<*G'uH7MPq"&ʰT$6˾۝ε?=ؕgܳ!5ҭ.3<5Ǜ'n7,Y6Qw $!Ǚav|Prԕ],da* +%ubG^QkNN3ol:9˅h.Jܸ l W= [a=_C+iE6~ꇬ&aV<2IXz|rCQxd Xd*6F;]´r/F*A8 0R /9gǝ] v m]CVKI^=؟j驪m? ?ɾo͸UHf-XRYzWc,*ۗ6mGE_Zc(mCE @aݶK Ǒ9mwO8[؄ǀAMjM[h:0?.k<^k?Kj~1YW%+4#4Ȩ)n{$_uZRV (¤PTtP\\D6o;~󤊨im4YS@j(hz̓nbN3{w;tGIv\pƠ+&KGKQ*pF\i.׳c$&rZVWr W&Ghy/c(iFZD[ `T_qtqֻvݿv>|/]Gٰ)<;mC.Bj)ie5*ieywmb=yElJրb-ckv`c,}Ԩ_;҄l1Gf|tna7X==w7~61UniȎI#WeuYDRO>θ޶ym;1[!2*PG?U~uo }U۬#/?o}u7z*} w: %Cc(}] ~6?:@q_߾Q^Hw*G߾Q^H;*ʨN3:?^z(AW\G}>jyG]Cq5]mqâø>,m'u![ t9u8 ZY(؛ymճi Qd(sk-p~lUǺYBIf F"9(Y|:砽*}lu+BPEƊDxبp-1SLwþ7qgdeuN1.}Srx6܋%1 fj22ҵ:LQ^oMf[-,y+t#=-'_^7W2*D8551C!!=ۿv> S^[7h.unݙꝅvۛ$jc]0խCܓ9ۭE$"k]1bt.^՘Ia4;{˻݋pHiCOŝUٛs[zo u]G«'6{wkL]:-+;Us]mw;.c=+bNilad-k2|S5 [N5")S2...wN/;7%ШٹZ-shފJvVry#hטŶ{fei5ʉ4nH$S'q,:d^AC7.yw-ؤOY%?wt럈]lM l͹ef7iJ\n; ronIEGS(G]QbF2{0ܹuܷ Lڿx<)b*DSQnn}F4 HWJc1zq[M/-ݝݯOt}sKd{9)ݹ= ejw%\lP4,!4 Vrǖߕn;ݠM*oCP0!5'}I6,afSf[iƢU0 wTp=Rn>eFM3}XRd1 *Z1uWZߦj3Y2!An2B-"i:4[4@1׷m̗;8TA ʓRsn|۽__pvnWfwYy6RcQ6VY*9;z|D&w[kk~g٬9aPKNꟀx^阾?쏓(hIگ .w#WC<;9L^yMF?)G[1L[S[+WڎDh jkiUSi6mr3nju[j"Ffqa*f&¸aѥ۽SipT;MvILτjdh2غԕޢ!'Gy%FN}z3 |Z < Uo62kL^;Lle>gP'Q$$I$]:{v^u'7Is!6Gn.;m㊚$ԑIKr;l!+CqeɩfUMDy2eMh0ƿ[ G讻]K|=Vg|VnZn$sf7U\ۂwnMT)'5?q&e ۍr OADh"A  45bۭXQŜ se;HN#,\U5Ovt|/YwNΗ%u/Tʮ`9JLvfycawZj옊¦V/=˖;܊RRFC1ݵpar8i6ߛ`m }]MA))YufA4%E{}LDجCkC#xS.@cS- ycV.WBxQC @U3xPc_mN&DmՁ;7;L"=7~AUN* WI$HZG.6]W|X^)$ ֱ՝k<>WH"x6l^괻7/IqIx{ڭk@8T{)ﻞüܶx|"xgVZJƄ)0= {w;{ JfW;Qeq:/JRTc*<$S=LaRom63L$/}l }M*pHɭAM2n<}{ &2%tФ0bMonCcR()B:;Iv'zgKwW\Eܰm&cnb;3um~Z};5vLEXaS^+=˖;܊RRFڰ<(D"I)),RF0PVF/I{XwvW|3F԰" +LtҿoI7]fC{֯\6ݤlom>mbqq ̗{uoY,Bb;jr53;]؁S@{d-M9sui甩BҨDDTPMI=~~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^׽u~{ߺ^ߺ^7SƟ?=/!6"m_Y䧺yz%~Oy{6跮G}u޵){:5{Z:\n}u۟~zߺ]o?׺}Nu+u>o_}{@o_}{@o_}{@'ƽ'ƽuWۼ;?zop?fYeJ'\[^.׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{ߺ^gtA;C;%_%v^KWI7{qo-Z*>P+fI t\m;guźrJ1)yTGryOz_OP?]XϿVn.Os׵ˮ/?^顾]^oU GV]k_}oZ?\|W߼6n{? }O^R|Go߶(_M=p??9]O\މ~S~}{D?~}{P߿>_>Toߟ^/_]j_~~ROz޹2;rHnIjJȩ뎮ۘ ,WꗤVR_xy*̞T[}L> u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^ߺ^,SCtN群mM}"~g7_޺{.q,z7_.ΰO]ap-~?ձ?+3O/y.ϩ7gP7 S_i ݿ}eq?-}}?O_ u ߱׿7 C_~z^p-=e?[J?^]o]ޯU6ox>Ζu{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^׺u{{^j+ 00h( OJPJQJ_HmH nH sH tH H`H 'tNormal CJOJPJQJ_HmH sH tH D`D _>$ Heading 1$@&5mHsHtHR R _>$ Heading 2$@&Pa$5mHsHtHDA`D Default Paragraph FontRi@R 0 Table Normal4 l4a (k ( 0No List ^o^ 'tDefault 7$8$H$)B*CJOJQJ_HaJmH phsH tH 6U`6 J0 Hyperlink >*B*phtt ~v Table Grid7:V0 dP/!P _>$Heading 1 Char5CJOJPJQJ^JaJP/1P _>$Heading 2 Char5CJOJPJQJ^JaJ4OB4 Style 2 d1$P RP S"0 Balloon TextCJOJQJaJmHsHtHR/aR S"0Balloon Text CharCJOJPJQJ^JaJ0Oq0 S" collegetextb22 S" collegetextit@@@ uI List Paragraph ^m$FV F &0FollowedHyperlink >*B*phB' B 90Comment ReferenceCJaJD D 90 Comment TextaJmHsHtHR/R 90Comment Text CharCJOJPJQJ^JaJTj T 90Comment Subject5CJ\aJmHsHtH^/^ 90Comment Subject Char5CJOJPJQJ\^JaJL LO0Revision CJOJPJQJ_HmH sH tH (( Dsmalltxt@`"@ #ORHeader "H$ mHsHtHF/1F "OR Header CharCJOJPJQJ^JaJ@ `B@ %OR0Footer $H$ mHsHtHF/QF $OR0 Footer CharCJOJPJQJ^JaJ>Ob> q,p2&d1$7$8$H$CJBB rB (\A~ Body Text'xCJmHsHtHL/L '\A~Body Text CharCJOJPJQJ^JaJF^@F  Normal (Web))dd[$\$aJ*W * `Strong5\PK![Content_Types].xmlj0Eжr(΢Iw},-j4 wP-t#bΙ{UTU^hd}㨫)*1P' ^W0)T9<l#$yi};~@(Hu* Dנz/0ǰ $ X3aZ,D0j~3߶b~i>3\`?/[G\!-Rk.sԻ..a濭?PK!֧6 _rels/.relsj0 }Q%v/C/}(h"O = C?hv=Ʌ%[xp{۵_Pѣ<1H0ORBdJE4b$q_6LR7`0̞O,En7Lib/SeеPK!kytheme/theme/themeManager.xml M @}w7c(EbˮCAǠҟ7՛K Y, e.|,H,lxɴIsQ}#Ր ֵ+!,^$j=GW)E+& 8PK!Ptheme/theme/theme1.xmlYOo6w toc'vuر-MniP@I}úama[إ4:lЯGRX^6؊>$ !)O^rC$y@/yH*񄴽)޵߻UDb`}"qۋJחX^)I`nEp)liV[]1M<OP6r=zgbIguSebORD۫qu gZo~ٺlAplxpT0+[}`jzAV2Fi@qv֬5\|ʜ̭NleXdsjcs7f W+Ն7`g ȘJj|h(KD- dXiJ؇(x$( :;˹! I_TS 1?E??ZBΪmU/?~xY'y5g&΋/ɋ>GMGeD3Vq%'#q$8K)fw9:ĵ x}rxwr:\TZaG*y8IjbRc|XŻǿI u3KGnD1NIBs RuK>V.EL+M2#'fi ~V vl{u8zH *:(W☕ ~JTe\O*tHGHY}KNP*ݾ˦TѼ9/#A7qZ$*c?qUnwN%Oi4 =3ڗP 1Pm \\9Mؓ2aD];Yt\[x]}Wr|]g- eW )6-rCSj id DЇAΜIqbJ#x꺃 6k#ASh&ʌt(Q%p%m&]caSl=X\P1Mh9MVdDAaVB[݈fJíP|8 քAV^f Hn- "d>znNJ ة>b&2vKyϼD:,AGm\nziÙ.uχYC6OMf3or$5NHT[XF64T,ќM0E)`#5XY`פ;%1U٥m;R>QD DcpU'&LE/pm%]8firS4d 7y\`JnίI R3U~7+׸#m qBiDi*L69mY&iHE=(K&N!V.KeLDĕ{D vEꦚdeNƟe(MN9ߜR6&3(a/DUz<{ˊYȳV)9Z[4^n5!J?Q3eBoCM m<.vpIYfZY_p[=al-Y}Nc͙ŋ4vfavl'SA8|*u{-ߟ0%M07%<ҍPK! ѐ'theme/theme/_rels/themeManager.xml.relsM 0wooӺ&݈Э5 6?$Q ,.aic21h:qm@RN;d`o7gK(M&$R(.1r'JЊT8V"AȻHu}|$b{P8g/]QAsم(#L[PK-![Content_Types].xmlPK-!֧6 +_rels/.relsPK-!kytheme/theme/themeManager.xmlPK-!Ptheme/theme/theme1.xmlPK-! ѐ' theme/theme/_rels/themeManager.xml.relsPK] M  ---0 Og{#*.69I;;r<=>?DPUU+-./13=>?ABDEHLPRV[aceg { m."899,::>;x;~;<<<===(>/>>+?>>GzHHMXXXXX')0!T  # @H 0(  0(  B S  ?TeamAsg Participation OLE_LINK11M1MV\bklrw{ 22O3V3>445566MMMMMMMMM0969AAհDDFMMMMMMMMMMM33333333MMMMMMMLLMMMMMMMMMMMM*<Pʴ`IʐZ 6hR1 2ϤG!0^,G" ;s 1 k.5 i%V3BʐZ9I:RT֜:H}[H[L^p3adCkr`<xn}^`o(.^`.pL^p`L.@ ^@ `.^`.L^`L.^`.^`.PL^P`L.^`CJOJQJo(^`CJOJQJo(opp^p`CJOJQJo(@ @ ^@ `CJOJQJo(^`CJOJQJo(^`CJOJQJo(^`CJOJQJo(^`CJOJQJo(PP^P`CJOJQJo(h^h`o(h^h`o(.0^`0o(..0^`0o(... 8^8`o( .... 8^8`o( ..... `^``o( ...... `^``o(....... ^`o(........^`o(-^`.pL^p`L.@ ^@ `.^`.L^`L.^`.^`.PL^P`L.^`o(-^`.pL^p`L.@ ^@ `.^`.L^`L.^`.^`.PL^P`L.hh^h`.^`CJOJQJo(^`CJOJQJo(opp^p`CJOJQJo(@ @ ^@ `CJOJQJo(^`CJOJQJo(^`CJOJQJo(^`CJOJQJo(^`CJOJQJo(PP^P`CJOJQJo( h^h`OJQJo(8^8`OJQJ^Jo(o ^`OJQJo(  ^ `OJQJo( ^ `OJQJ^Jo(o x^x`OJQJo( H^H`OJQJo(^`OJQJ^Jo(o ^`OJQJo(^`CJOJQJo(^`CJOJQJo(opp^p`CJOJQJo(@ @ ^@ `CJOJQJo(^`CJOJQJo(^`CJOJQJo(^`CJOJQJo(^`CJOJQJo(PP^P`CJOJQJo(^`CJOJQJo(^`CJOJQJo(opp^p`CJOJQJo(@ @ ^@ `CJOJQJo(^`CJOJQJo(^`CJOJQJo(^`CJOJQJo(^`CJOJQJo(PP^P`CJOJQJo( h^h`OJQJo(8^8`OJQJ^Jo(o ^`OJQJo(  ^ `OJQJo( ^ `OJQJ^Jo(o x^x`OJQJo( H^H`OJQJo(^`OJQJ^Jo(o ^`OJQJo(^`o(-^`.pL^p`L.@ ^@ `.^`.L^`L.^`.^`.PL^P`L.h^h`o(h^h`o(.0^`0o(..0^`0o(... 8^8`o( .... 8^8`o( ..... `^``o( ...... `^``o(....... ^`o(........^`o(-^`.pL^p`L.@ ^@ `.^`.L^`L.^`.^`.PL^P`L.^`CJOJQJo(^`CJOJQJo(opp^p`CJOJQJo(@ @ ^@ `CJOJQJo(^`CJOJQJo(^`CJOJQJo(^`CJOJQJo(^`CJOJQJo(PP^P`CJOJQJo(^`.^`.pp^p`.@ @ ^@ `.^`.^`.^`.^`.PP^P`.R1 !3adH}[G"*B<[L^ kr;s 19IRTV3B`Ix k.5         J        ҃                          R~        n,T        MNwA((BnwC_B^F+h Kj0+?RXv 3 I H~`Qq,tGYu=0aQyOhCGHP/`uI >=\"z"D=$_>$e&\D'U(g)#+ [+i,c1 1K122374 59rn:yc;N<_>6>?O?=B|DlEQLroMOO RQ01R iRYESJT:=VgNV W-W"X!=X\XnjX~Y\Z~H]^+^#c4c}Gcopfri{iDj"m^m7nYnOFoup&^q'tiuv~v3wOx}'z4zf${4{1|\A~x%OReGs <1o":UGzi> | &K-G1(t XgzY*qv1=`RhmwZss{@w Gcv@dpt:?OV@Y<w}In2 {Wy:Hc^{& ^Zzq]2P~AvR[|S"^iN&zw6=DLy !|V(w5!jXOjr 3% (-LW[t1xK7uH0,pV~[vbl 4< p |2%ulDWsBQ\!0JMM@MX@UnknownG*Ax Times New Roman5Symbol3. *Cx Arial7.@ Calibri5. .[`)Tahoma?= *Cx Courier New;WingdingsA BCambria Math"qhK u] A ' A '! 20hMhMCHX  $P 2!xx?C:\Users\kdunn\Downloads\FAU CoB Standardized Syllabus (1).dotxkdunnmjenningL           Oh+'0  8 D P \hpxkdunn$ý CoB Standardized Syllabus (1) mjenning3Microsoft Office Word@ԭ@f3-x@Jn½@P  A՜.+,D՜.+,D hp  ý'hM  Title 8@ _PID_HLINKSAS }http://business.fau.edu/undergraduate/current-students/registration-enrollment/understanding-your-grades/download.aspx?id=56(2 <http://www.fau.edu/academic/registrar/catalog/academics.php&#http://www.osd.fau.edu/[Nhttp://www.fau.edu/regulations/chapter4/4.001_Code_of_Academic_Integrity.pdf.F !http://www.resample.com/xlminer/  !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghjklmnopqrstuvwxyz{|}~      !"#$%&()*+,-.347Root Entry F`zP6Data iI1TableQWordDocument 4SummaryInformation(DocumentSummaryInformation8'MsoDataStore0P~PVL3YEATPDPQ==20P~PItem  PropertiesUCompObj y   F'Microsoft Office Word 97-2003 Document MSWordDocWord.Document.89q