Desain dan Implementasi Platform Manajemen Historis Harga Saham dengan Kurasi Data dan Analisis Teknikal

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Indra Hidayatulloh


Current research topics related to the stock is dominated by stock price prediction. To predict the stock price, it needs historical stock prices data. Many providers are providing the data, but not all of them free. Some providers that provide historical stock prices data for free are Yahoo Finance, Google Finance, Stooq, and the National Stock Exchange (NSE) of India. However, often there are differences in data between providers both in terms of availability, content, data formats, and so on. Thus, investors need to take data from some providers to be compared in order to obtain optimal analytical results. Therefore, this study builds data management platform to curate the historical stock prices data from the four data sources as well equipped with technical analysis to facilitate analysis of investment. In this study it was found that the data curation of historical stock prices for the four data sources can be performed with RDBMS technology as the database. However, there is a weakness that is less flexible when required adding additional data sources of unstructured data or have a different column. But, with the data from the four data sources that have been integrated, technical analysis can provide a broader picture the trend of stock price movements by comparing the results of the analysis for each data source.


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How to Cite
I. Hidayatulloh, “Desain dan Implementasi Platform Manajemen Historis Harga Saham dengan Kurasi Data dan Analisis Teknikal”, INFOTEL, vol. 9, no. 1, pp. 31-39, Feb. 2017.


[1] P. Sugunsil and S. Somhom, "Short Term Stock Prediction Using SOM," in Information Systems: Modeling, Development, and Integration, vol.20, J. Yang et al. (Eds.): UNISCON 2009, LNBIP 20, pp. 262–267, 2009.
[2] K.Zou et al. "Application of Grey System Model in Stock Prediction,’ in Fuzzy Information and Engineering Volume 2. B. Cao, T.-F. Li, C.-Y. Zhang (Eds.): Fuzzy Info. and Eng., Volume 2, AISC 62, pp. 1561–1567. 2009
[3] Y.-Q. Zhang et al. "Granular neural web agents for stock prediction" Soft Computing (2002) 6: 406. doi:10.1007/s00500-002-0193-7
[4] UNCTAD. "Trade and Develompment report"[online] Available:
[5] M. Ester. "Hanya 0,2% penduduk Indonesia yang bermain saham." [online] Available:
[6] Aang. "Ada sekolah pasar modal, sekuritas berharap investor bertambah."[online] Available:
[7] I. Wygmore. "Data Curration" [online]. Available:
[8] Y. Wang and R. Sunderraman. "PDB Data Curration" Proceedings of the 28th IEEE EMBS Annual International Conference New York City, USA, Aug 30-Sept 3, 2006
[9] M. Kudo, K. Maeda, and F.Satoh, "Adaptable Privacy-Preserving Data Curation for Business Process Analysis Services,". IEEE International Conference on Services Computing. 2016
[10] F. Harianto, and S. Sudomo. "Perangkat dan Teknik Analisis Investasi Pasar." Modal. Grasindo, Jakarta. Fraser, Lyn M. dan Aileen Ormiston. 2008.
[11] U. Marzuki et al. "Pengetahuan Dasar Pasar Modal, diterbitkan atas Kerjasama" Jurnal Keuangan dan Moneter dengan Institut Bankir Indonesia.
[12] Anonym. "Data Histrois Harga Saham" [online] available: :
[13] Mulyana. "Buku Ajar: Analisis Data Deret Waktu". [unpublished]. Universitas Padjajaran FMIPA Jurusan Statistika. 2006
[14] S. Husnan, and E. Pudjiastuti. "Dasar-dasar Manajemen Keuangan". Yogyakarta: UPP AMP YKPM. 2004
[15] D.S Kodrat, "Manajemen Investasi : Pendekatan Teknikal dan Fundamental untuk Analisis Saham ", Graha Ilmu. No. ISBN 9789797566098. 2010
[16] D. Sulistiawan, and Liliana. "Analisis Teknikal Modern pada Perdagangan Sekuritas". Yogyakarta: Andi. 2007.
[17] E.P. Box,, G. Jenkins. And M. Gwilym. "Time Series Analisys Forecating and Control". New Prentice Hall. Year 2004
[18] S.N. Pinakin. "Comparison between MACD with EMA and Stochastic Oscillator," Global Research Analisys. Volume : 2 " Issue : 12 " Dec 2013 • ISSN No 2277 - 8160
[19] G. Appel. "The Moving Average Convergence-Divergence Trading Method (Advanced Version)". Tradders Pr. 1985