AI SearchA forecasting system for batsmen playing one-day internation cricket (Record no. 46473)
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| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 200707s2017 th uu m rtt 0| a1eng d |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | .b12346081 |
| 099 #9 - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Classification number | AIT RSPR no.IM-17-10 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Wijayarathna, Peruma H.S.S. |
| 245 12 - TITLE STATEMENT | |
| Title | A forecasting system for batsmen playing one-day internation cricket |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Pathum Thani, Thailand : |
| Name of publisher, distributor, etc. | Asian Institute of Technology, |
| Date of publication, distribution, etc. | 2017 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 71 p. : |
| Other physical details | ill. |
| 490 1# - SERIES STATEMENT | |
| Series statement | Research studies project report ; |
| Volume/sequential designation | no. IM-17-10 |
| 500 ## - GENERAL NOTE | |
| General note | A research submitted in partial fulfillment of the requirements for the degree of Master of Science in Information Management, School of Engineering and Technology |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Research studies project report (M. Sc.) - Asian Institute of Technology, 2017 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | The growth of the information and the decision-making systems are currently in vogue in the global environment. The emerging areas such as Big Data and Cloud computing are playing a major technological role in handling large data volume and for subsequent analyzing. When the data volume is high, it is important to analyze correct data attributes using different tools and technologies. The concept of data mining is a famous way of collecting, preprocessing and analyzing data, accordingly, in a supervised or unsupervised way. Therefore, machine learning algorithms are being used to manage large data volumes to make better decisions. This research work was focused to develop a model to forecast performance of batsmen playing in one-day international cricket tournaments. After carefully analyzing the current trends and technologies, the model was developed, based , according to the study, among 28 factors, such as Age, Matches won or lost, whether Batting or chasing, Batting position and Bowling style. They were ,inter alia, identified as significant in affecting the performance behavior of batsmen. To develop the model many data mining tools, such as SPSS, Math Lab, WEKA, Orange, R and Python, were identified as suitable. WEKA tool was, anyhow, employed for this research study because it is an open source and is easy to use, compared to others. The study found out, after the development of the model that, there is a correlation between age and the batting position for performance average run per match for a particular player. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Decision-making |
| General subdivision | Data processing |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Big data |
| General subdivision | Analysis |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Cricket |
| General subdivision | Data processing |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Sumanta, Guha, |
| Relator term | Chairperson |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Dailey, Mathew N., |
| Relator term | Examination Committee |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Vatcharaporn Esichaikul, |
| Relator term | Examination Committee |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | Technical Education Development Project Asian Development Bank, |
| Relator term | Scholarship donor |
| 810 2# - SERIES ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | Asian Institute of Technology. |
| Title of a work | Research studies project report ; |
| Volume/sequential designation | no. IM-17-10 |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Full-Text |
| Uniform Resource Identifier | <a href="http://203.159.5.9/ait-thesis/detail.php?q=B06935">http://203.159.5.9/ait-thesis/detail.php?q=B06935</a> |
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| Operator's initials, OID (RLIN) | 0 |
| Cataloger's initials, CIN (RLIN) | 200707 |
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| Koha item type | 40-Archives |
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| Koha item type | 61-CD-ROM |
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| Koha item type | 20-AIT Publication |
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| Barcode | Barcode : 30050120890842 |
| CREATED | CREATED : 2020-06-22 |
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| CREATED | CREATED : 2020-07-14 |
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| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Total checkouts | Full call number | Barcode | Date last seen | Copy number | Price effective from | Koha item type | Cost, normal purchase price |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | Archives | 18/08/2026 | AIT RSPR no.IM-17-10 | 30050120890842 | 18/08/2026 | 1 | 18/08/2026 | 40-Archives | |||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | Archives | 18/08/2026 | AIT RSPR no.IM-17-10 | 18/08/2026 | 18/08/2026 | 61-CD-ROM | |||||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | AIT Publications | 18/08/2026 | AIT RSPR no.IM-17-10 | 30050120982680 | 18/08/2026 | 1 | 18/08/2026 | 20-AIT Publication | 50.00 | ||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | AIT Publications | 18/08/2026 | AIT RSPR no.IM-17-10 | 30050120982672 | 18/08/2026 | 2 | 18/08/2026 | 20-AIT Publication | 50.00 |