| 000 -LEADER |
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| fixed length control field |
02830nam a2200385Ia 4500 |
| 001 - CONTROL NUMBER |
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| control field |
76158 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
ft6075 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20251124122034.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
190206n 000 0 eng d |
| 022 ## - INTERNATIONAL STANDARD SERIAL NUMBER |
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| International Standard Serial Number |
2 |
| 040 ## - CATALOGING SOURCE |
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| Description conventions |
rda |
| 041 ## - LANGUAGE CODE |
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| Language code of text/sound track or separate title |
engtag |
| 050 ## - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA76.75 D47 2016 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
. |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Erica Joy P. Dequito and Krizsha Rei P. Enero. |
| 245 #0 - TITLE STATEMENT |
|---|
| Title |
A further enhancement of the closet algorithm applied in market basket analysis |
| 264 ## - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
. |
| Name of producer, publisher, distributor, manufacturer |
. |
| Date of production, publication, distribution, manufacture, or copyright notice |
c2016 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Other physical details |
Undergraduate Thesis: (BSCS major in Computer Science) - Pamantasan ng Lungsod ng Maynila, 2016. |
| 336 ## - CONTENT TYPE |
|---|
| Content type code |
. |
| Content type term |
text |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
|---|
| Media type code |
. |
| Media type term |
unmediated |
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
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| Materials specified |
0 |
| Carrier type code |
. |
| Carrier type term |
volume |
| Source |
rdacarrier |
| 385 ## - AUDIENCE CHARACTERISTICS |
|---|
| Audience term |
2 |
| 506 ## - RESTRICTIONS ON ACCESS NOTE |
|---|
| Terms governing access |
5 |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
ABSTRACT: Data mining is the practice of automatically searching large stores of data to discover patterns and trends that go beyond simple analysis. Data mining uses sophisticated mathematical algorithms to segment the data and evaluate the probability of future events. Data mining is also known as Knowledge Discovery in Data. One of the best and well-known algorithms under data mining field is the Closet Algorithm developed by Jain Pei, Jiawei Han and Runying Mao. It is mainly remarkable for its efficiency for producing association rules. This study discusses Closet Algorithm and its shortcomings such as not having an optimal solution when the frequencies of distribution to all transactions that are equal, it doesn't take consideration for the confidence threshold for mining the most effective association rules and lastly, it doesn't consider the positioning of items in the application. With these problems, the researchers have come up with solutions. First they considered the quantity of items, then generated the minimum confidence threshold and lastly they generated the positioning of items in the application. With these problems, the researchers have come up with solutions. First, they considered the quantity of items, then they generated the minimum confidence threshold and lastly they generated the positioning of items in the algorithm itself. After various tests and simulations, the algorithm is now enhanced and now has an optimal solution when the frequencies of distribution to all transactions are equal. And the enhanced algorithm also has the capability to decide on the best possible location and promotion of items. Also, the existing algorithm does not have a confidence threshold. With the enhanced algorithm, it can now generate the confidence percentage for mining the most strong and effective association rules. |
| 526 ## - STUDY PROGRAM INFORMATION NOTE |
|---|
| Classification |
Filipiniana |
| 540 ## - TERMS GOVERNING USE AND REPRODUCTION NOTE |
|---|
| Terms governing use and reproduction |
5 |
| 600 ## - SUBJECT ADDED ENTRY--PERSONAL NAME |
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| Titles and other words associated with a name |
2 |
| General subdivision |
0 |
| 610 ## - SUBJECT ADDED ENTRY--CORPORATE NAME |
|---|
| Title of a work |
2 |
| Form subheading |
0 |
| Date of meeting or treaty signing |
6 |
| 611 ## - SUBJECT ADDED ENTRY--MEETING NAME |
|---|
| Number of part/section/meeting |
2 |
| Location of meeting |
0 |
| 630 ## - SUBJECT ADDED ENTRY--UNIFORM TITLE |
|---|
| Name of part/section of a work |
20 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Chronological subdivision |
20 |
| 651 ## - SUBJECT ADDED ENTRY--GEOGRAPHIC NAME |
|---|
| Chronological subdivision |
20 |
| 655 ## - INDEX TERM--GENRE/FORM |
|---|
| Chronological subdivision |
2 |
| 942 ## - ADDED ENTRY ELEMENTS |
|---|
| Institution code [OBSOLETE] |
lcc |
| Item type |
Book |
| Source of classification or shelving scheme |
|