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Cold Chain Company
Creation date：2024-05-31 17:26:36
Belonging category：工商管理Business Management
Tag CCC
Cold Chain Company

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QUESTION 1 45 MARKS

Cold Chain Company (CCC) is an Australian Fast-Moving Consumer Goods (FMCG)
company and was formed through acquisitions of other smaller FMCG companies of
various sizes in the last ten years. Thus, the offices of these acquired companies are
spread across the country. These acquired companies have their own in-house
systems. Some of the databases used in these systems are outdated such as Microsoft
Access 2000, and databases running on Singer mainframe. The Chief Information
Officer (CIO) has decided to have one consolidated database running on Oracle
servers.
You are hired as a consultant to develop a prototype database. You can assume the
Information Technology (IT) staff will develop the applications using the prototype
database. Below are some of the specifications you collected from the initial meeting
with the business units. You will develop a prototype database based on your initial
meeting, and you acknowledge that not all attributes are included.
Below are the business rules you have been given by the CCC:
1. There are several departments in the CCC (e.g., Finance, Human Resources,
Marketing, Warehouse, Logistics, Sales, etc.). All departments are identified by
Department ID and other attributes, such as Department Name, Department
Description, Warehouse ID, and Manager ID.
2. Every employee of the company has a unique Employee ID. Other attributes
associated with the employee include first name, last name, gender, address,
telephone (landline and/or mobile), personal address, date of birth, and the
person an employee reports to, i.e. the manager (attribute is manager ID).
Please note that the manager is also an employee of the company, and the
Chief Executive Officer (CEO) of the company does not report to a manager.
3. Each employee is assigned to a job class (e.g., Manager, Sales, Administrative,
IT Staff, etc.). Each of the job classes has a different salary. For IT Staff, it is
further divided into an IT Project Manager, an IT Developer, and an IT Support.
An IT Project Manager has an additional attribute called Project Manager
Certification, and the date the certificated is obtained. An IT Developer has an
additional attribute called University Degree, and the year when it is obtained.
An IT Support has an additional attribute called Support Certification, and the
date the certificate is issued. You can assume that the company has to record
this extra information only if the employee is in that job class.
4. CCC has a number of warehouses across the country. Warehouses can be
identified by Warehouse ID. It also has other attributes called warehouse
location name (e.g., Warehouse Kensington), address, and warehouse
capacity.


PAGE 2 OF 3
5. For each of the warehouses, CCC has different types of room. A room can be
defined as an office room, a meeting room, or a storage building. If it is an office
room, it has an additional attribute called Room Telephone (e.g.,
+610481000000). If it is a meeting room, it has attributes of Layout and
Occupancy. Each warehouse has one storage building only which has an
attribute called Number of Pallets, i.e. the maximum number of pallets can be
stored in the warehouse (or better known as the warehouse capacity).

Required:
With reference to the above scenario, answer the following three questions:

(a) Using Chen’s notation to create an Entity Relationship Diagram (ERD) that
provides a suitable model based on the above business rules. You can state your
assumptions, but they must be reasonable.
(30 marks)
(b) When a business rule changes, it might change one or more of the entities in the
ERD in order to accommodate the changes. Based on the above scenario, give two
examples on how a change to the business rule will have an impact on the ERD,
and with an aid of a diagram(s) how would you modify your entity(ies) to
accommodate the changes.
[300 words limit] (10 marks)
(c) When a business rule changes, it might change one or more of the entities in the
ERD in order to accommodate the changes. Based on the above scenario, give
one example on how a change to the business rule will impact on the ERD, and
with an aid of a diagram(s) how would you modify your entity(ies) to accommodate
the changes.
[150 words limit] (5 marks)







PAGE 3 OF 3
QUESTION 2 35 MARKS
Scenario: The following Orders table is extracted from an Excel Spreadsheet.



Metadata for the above Orders table structure:


Required:
With reference to the above scenario, you now have to normalise the data. Answer the
following two questions:

a) Using the above table structure, draw the functional dependency diagram.
Identify, label and explain the selection of Primary Key(s), all transitive and/or
partial dependencies. (15 marks)

b) Create 1NF, 2NF, 3NF and BCNF (if necessary) showing all intermediate
steps in the Normalisation process. Write the relational schemas and show
all primary keys with solid lines and foreign keys with dotted lines.
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CMP7000A CMP-7038B Math 263 LAW3016 CS371 STAT 334 FIN0008 ACC3004 STAT 371 ​COMP1921 MTH201 ACCT2000 UN3412 CIV6000 MATHS 3021 MATE7014 ECON1 CIBC6035 LAW121G COMM 321 CSC8204R TTM2033 CSCI 2600 MAE 115 LNG302 CENV6175W1 ECON30019 CPS2015 BST969 DDES9015 AMATH242 CS 1151 N1592 ACCT600 EG503G SMM519 EC318 Ecstatistics EEE 471 MARK2051 Topology COM00037H ACCT3000 MTHM501 EG501V COM00055H BUSN9085 GGR273 MATH 2B ITD102 MA214 ECON0060 ECE3114 ECMM447 Mechanics CCT361H5S BSAN3210 WELF2001 Fin3001 RESP5001 STA 137 Linguistics 101 CSCI368 CMPSC497 LUBS3655 OMBA 5355 BUSM2562 ​BFF5902 CYBR7001 CULT2005 ECON 7720 MTRX3760 FSE598 ​LUE1001 MGSC 7100 CS3240 COSC7500 ACCT3091 INFOGR TRAN 2080 DESIGN CIVE215001 CIVE2360 CPSC 8430 FNCE2003 Stoichiometry INFS6023 Quantitative Method Math 21D ECE5179 Design ​ECON8022 Chemical DMS 213 ADM1370 BFF5902 BFF2701 AGRI10051 AMN400 ECON7322 ​FINC5090 ​MATH1052 ​SciComp Elec4622 ​FINS5516 ENG 101 MMM143 CS431CA2 BSAN2201 EBSC7070 ES9v9-10 PLIN0009 DATA 8 MATH 101 BCPM0097 ​MAT 237 BISM2201 EEE8099 Physics 11 ECE2238B Biostat 234 ​ECON30009 INF10025 CHEM252 CCMA4008 CIVE 3007 STAT0031 ELEC ENG 3108 MGMT90140 CHEM 252 STAT3016 MMM095 ​MMGT6016 Legal STAT 311 ELEC9764 COMP 370 TCS 3053 EECS 1021 FIT1051 C/C++ EE3C COMP2003J COM398 COMP51915 Simulator FIN42330 8PRO102 PGD ELEC5160 XJCO1921 COMP5123M INFS 2042 CHE1148H ECA5313 IN3329 Microsoft Modeling B15 2TT COMP3687 COMP2432 DMS2030 KAN4TSF CFKG CSE 5322 CSE 445 STATS 3DA3 CHC5223 COMP1048 EL3105 EECS 3221 CS231 ME 4434 ITP4510 ITP4501 CSCI 5708 Controller EECE 5699 CPEN 231L CPN programs CSC8016 MATU9D2 ENGN4213 2. SVM. (10 points) Consider an SVM classifier using RBF kernel, and finish the following python code to search for the optimum kernel parameter γ. You are required to calculate the RBF function and search yourself, instead of using functions in Scikit-Learn (sklearn). def parameter search(gamma list ,Xtr,ytr,Xts,yts ,...): """ Parameters gamma list: A list of RBF kernel parameter gamma to search for Xtr: Training data, shape (ntr,nrow,ncol) ytr: Training labels, shape (ntr,) Xts: Test data, shape (nts,nrow,ncol) yts: Test labels, shape (nts,) ... Add other parameters as needed Returns: gamma optimum: The gamma with minimum error on Xts, yts """ ... return gamma optimum
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