TW201301187A - Optimal financial statement analysis and stock picking information system and method - Google Patents

Optimal financial statement analysis and stock picking information system and method Download PDF

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TW201301187A
TW201301187A TW100122675A TW100122675A TW201301187A TW 201301187 A TW201301187 A TW 201301187A TW 100122675 A TW100122675 A TW 100122675A TW 100122675 A TW100122675 A TW 100122675A TW 201301187 A TW201301187 A TW 201301187A
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stock
selection
financial
information
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Chia-Chia Chang
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Chia-Chia Chang
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Abstract

The present invention relates to an optimal financial statement analysis and stock picking information system and a method thereof, which are based on the financial statement of an enterprise to automatically analyze the performance of the stock according to various financial index of the same industry so as to provide the enterprise stock in the industry which meets the standard value or has the best performance. The system consists of a financial information server, an optimal financial statement analysis and stock picking information system and a plurality of CPE (Customer Premise Equipment). The financial information server is for saving the information required by the optimal financial statement analysis and stock picking information system. The optimal financial statement analysis and stock picking information system consists of a stock picking main website, a stock appraisal subsystem and an expert suggestion subsystem. The membership certification and information setting portion consists of a member registration module of the stock picking main website, a member log-in module, and a financial information update/setup module. User ends are connected via the Internet to the optimal financial statement analysis and stock picking information system to proceed member registration and log-in verification according to the member ID so as to set the receiving interval of various information and proceed the update operation. The best stock appraisal part consists of a best stock appraisal module of the stock appraisal subsystem, a best valued stock module, a best managed stock module, a best revenue stock module, a best potential stock module, a best debt-service stock module and a high risk stock module, allowing remote users to proceed stock appraisal according to the various updated information. Furthermore, the expert suggestion part consists of a stock suggestion module of the expert suggestion subsystem and a general output module, thereby providing suggestion in real time according to the result of stock appraisal and performing general output operation with respect to the appraisal data and the suggestions for reference by investors during stock picking. With the present invention, optimal financial analysis information can be generated automatically according to the actual financial situation of an enterprise and the performance of stock market value, thereby effectively reducing the difficulty of financial information analysis for investors and the risk of wrong decisions.

Description

一種最佳財報分析暨選股之資訊系統及方法Information system and method for optimal financial analysis and stock selection

本發明涉及一種最佳財務報表分析暨選股之資訊系統及方法,特別為一種依據企業之財務報表資料為基礎,以便取得分析個股在同業中各項財務指標進行優劣勢比較,並取得該同產業中符合標準值或最佳表現之企業個股。The invention relates to an information system and method for analyzing and selecting stocks of the best financial statements, in particular, based on the financial statement data of the enterprise, in order to obtain an analysis of the advantages and disadvantages of the individual stocks in the industry, and obtain the same Corporate stocks that meet the standard value or best performance in the industry.

由於金融產業的蓬勃發展,使得金融商品的樣態越來越多變化,也使得一般投資者必須在訊息萬千之資訊流中,尋找出具有投資參考價值之報告及投資方針。Due to the vigorous development of the financial industry, the pattern of financial products has changed more and more, and it has also made it necessary for general investors to find reports and investment policies with investment reference value in the information flow.

而在一般投資者在進行投資前,主要透過「基本面」、「消息面」及「技術面」這三大構面進行投資個股之整體評估;其中,又以投資個股之「基本面」評估尤為重要,其中包含投資個股公司之四大財務報表之揭露資訊,以作為企業未來發展預測及評估重要參考依據。Before the investment of the general investors, the overall assessment of the investment stocks was carried out through the three fundamental aspects of “Fundamental”, “Message Face” and “Technology”. Among them, the “Fundamental” assessment of the investment stocks was conducted. It is particularly important, including the disclosure information of the four major financial statements of the investment stock companies, as an important reference for the company's future development forecast and evaluation.

然,由於一般投資者未必接受完整之財經訓練,對於企業所揭露之資訊,並無法有效進行分析或其瞭解數據所代表之意義;更難將眾多之指標或數據進行分析,以便結合「技術面」透過金融技術工具(如,KD線、RSI)呈現未來發展趨勢。However, because the average investor may not accept complete financial training, the information disclosed by the company cannot be effectively analyzed or the meaning of the data is understood; it is more difficult to analyze many indicators or data in order to combine the technical aspects. To present future trends through financial technology tools (eg, KD lines, RSI).

針對上述問題,由美國專利於2005年6月30日公開第US 2005144096 A1號,其名稱為「Financial visualization and analysis systems」之專利,其主要技術特徵為使用者可透過一介面用以查詢一財報資料庫中之企業財務報表資料後,並利用一分析運算手段,將所取得之企業財務報表資料進行分類並以時間點(如,月、季、年)之方式進行圖形呈現,達到企業財務報表資料圖形化及時間化之功效。In the above-mentioned problem, the patent of US Patent No. 2005144096 A1, which is entitled "Financial visualization and analysis systems", is the main technical feature of which the user can use the interface to query a financial report. After the financial statements of the enterprise in the database, and using an analytical method, the obtained financial statements of the enterprise are classified and presented in a time point (eg, month, season, year) to achieve the financial statements of the enterprise. The effect of data visualization and time.

其次,由美國專利於2002年4月9日公開第US 6370516 B1號,其名稱為「Computer based device to report the results of codified methodologies of financial advisors applied to a single security or element」之專利,其主要技術特徵為針對上市企業之財務報表,更進一步將稅前純益、稅後純益、股東權益、資產報酬、獲利成長、毛利成長、稅後純益成長、資產報酬成長、股東權益成長等指標,透過一分析運算模組進行財務資訊或財務指標重組,以供資訊收取者能有效取得企業基本面之狀況。The patent of "Computer based device to report the results of codified methodologies of financial advisors applied to a single security or element", the main technology of which is disclosed in the U.S. Patent No. 6,037,516, filed on Apr. 9, 2002. It is characterized by the financial statements of listed companies, and further integrates indicators such as pre-tax net profit, after-tax net profit, shareholders' equity, asset remuneration, profit growth, gross profit growth, post-tax net profit growth, asset compensation growth, and shareholder equity growth. The analysis and calculation module performs financial information or financial indicator reorganization, so that the information collector can effectively obtain the status of the company's fundamentals.

上述兩者專利主要針對企業之財務報表資料進行取得並儲存於一資料庫中,以供使用者可針對財務報表眾多之資訊及指標,藉由一分析計算程序,快速進行指標分類及資訊重組之功效,並可以精簡易懂之圖形進行呈現。然,由於上市櫃之企業家數眾多,一般消費者並無法一一針對企業之財務報表資料進行重組分析,更無法結合金融技術工具以便取得較佳之投資標的。The above two patents are mainly obtained for the financial statements of the company and stored in a database, so that users can quickly carry out index classification and information reorganization through an analytical calculation program for a large number of information and indicators of financial statements. Efficacy, and can be presented in a simple and easy to understand graphic. However, due to the large number of entrepreneurs in the listed cabinets, the average consumer cannot analyze the financial statements of the company one by one, and it is even more difficult to combine financial technology tools to obtain better investment targets.

因此,由台灣智慧財產局於2006年10月16日公開第200636533號,其名稱為「上市櫃公司財務報表自動分析系統」之專利,即提供一種根據企業「基本面」財務報表為基礎之分析方式,其主要技術特徵為利用該自動分析系統用以取得上市櫃公司之財務報表資料後,利用一分析運算程式針對該財務報表資料進行指標分類及資訊重組作業;其中,更提供投資者可自行設定各金融技術工具之標準值,以便該系統可依據投資者所設定之標準值進行判斷作業,以提供符合標準值之個股資訊。然,由於一般投資者未必具有財務金融之專業知識,且對於各金融技術工具背後所代表之理論及意義並不明瞭,並無足夠能力判斷該金融技術工具所產生之信號。Therefore, the Taiwan Intellectual Property Office published the No. 200636533 on October 16, 2006, and its patent titled “Automatic Analysis System for Financial Statements of Listed Companies” provides an analysis based on the “fundamental” financial statements of the company. The main technical feature is that the automatic analysis system is used to obtain the financial statement data of the listed company, and an analysis program is used to perform index classification and information reorganization on the financial statement data; The standard value of each financial technology tool is set so that the system can perform judgment operations based on the standard value set by the investor to provide individual stock information in accordance with the standard value. However, because the general investors do not necessarily have the expertise of financial finance, and the theory and significance behind the various financial technology tools are not clear, there is not enough ability to judge the signals generated by the financial technology tools.

其次,各金融技術工具標準值之設定方式及形態並不相同,且各工具所應用之時機將因金融投資商品類型進而改變,因此一般投資者並無法準確判斷「何種分析時」該用哪些金融技術工具;更惶能藉由自行設定該金融技術工具之標準值以作為金融投資判斷之用。Secondly, the standard methods and forms of the financial technology tools are not the same, and the timing of each tool will change due to the type of financial investment products. Therefore, the average investor cannot accurately determine which analysis time to use. Financial technology tools; moreover, it can be used as a financial investment judgment by setting the standard value of the financial technology tool.

有鑑於此,仍需提供一種最佳財務報表分析暨選股之資訊系統及方法,近一步解決上述TW第200636533號專利技術所存在之不足,除了能依據企業之財務報表資料為基礎,以便自動提供同產業中各項財務指標符合標準值或最佳表現之企業個股以瞭解優劣勢,更能藉由該產業之現況即時提供專家建議,進而有效提供一般投資者作為選股決策時之參考,並降低投資者金融分析資訊不易及錯誤決策之風險。In view of this, it is still necessary to provide an information system and method for the analysis and stock selection of the best financial statements, and to further solve the shortcomings of the above-mentioned TW No. 200636533 patent technology, in addition to being based on the financial statements of the enterprise, in order to automatically Providing corporate stocks that meet the standard value or best performance of various financial indicators in the industry to understand the advantages and disadvantages, and better provide expert advice through the current status of the industry, so as to effectively provide general investors as a reference for stock selection decisions. And reduce the risk of investors' financial analysis information is difficult and wrong decision-making.

本發明之一種最佳財務報表分析暨選股之資訊系統及方法,其主要目的在於透過一最佳財務報表分析暨選股資訊系統中之選股主網站依據會員財訊更新之需求,快速取得財訊伺服器中企業之財務報表資料,並藉由一股票評選子系統自動篩選同產業中各項財務指標符合標準值或最佳表現之企業個股以瞭解優劣勢狀況,達到投資者自動取得最佳選股資訊之功效。The information system and method for the best financial statement analysis and stock selection of the present invention are mainly obtained through the selection of the main website of the best financial statement analysis and stock selection information system according to the needs of the member financial update. The financial statement data of the enterprise in the financial server, and the stock selection subsystem automatically selects the individual stocks in the same industry that meet the standard value or the best performance of the financial indicators in order to understand the advantages and disadvantages, and achieve the most automatic acquisition by investors. The effect of good stock selection information.

本發明之一種最佳財務報表分析暨選股之資訊系統及方法,其另一目的為針對股票評選子系統自動篩選符合標準值或最佳表現之企業個股,可藉由一專家建議子系統即時產生該企業個股之投資建議資訊,以作為投資者進行選股決策時之參考,並能有效降低投資者金融分析資訊不易及錯誤決策之風險。The invention provides an information system and method for optimal financial statement analysis and stock selection, and another purpose thereof is to automatically filter enterprise stocks that meet the standard value or the best performance for the stock selection subsystem, which can be immediately The investment suggestion information of the company's individual stocks is generated as a reference for investors to make stock selection decisions, and can effectively reduce the risk of investors' financial analysis information being difficult and wrong to make decisions.

本發明所提出之一種最佳財務報表分析暨選股資訊系統包含:一財訊伺服器、一最佳財務報表分析暨選股資訊系統及複數使用者端設備;該財訊伺服器其用以儲存最佳財務報表分析暨選股資訊系統所需之各類相關資訊;以供一最佳財務報表分析暨選股資訊系統接收該各類相關資訊後,進行篩選同產業中符合標準值或最佳表現之企業個股,並可即時提出投資建議資訊,以達到最佳選股自動提供之功效。The optimal financial statement analysis and stock selection information system proposed by the invention comprises: a financial server, a best financial statement analysis and stock picking information system and a plurality of user equipment; the financial server is used for Store all kinds of relevant information required for the analysis of the best financial statements and the stock picking information system; for the best financial statement analysis and stock picking information system to receive the relevant information, and then screen the industry to meet the standard value or the most Good performance of individual stocks, and immediate investment advice information to achieve the best automatic stock selection.

而本發明所提供之一種最佳財務報表分析暨選股資訊方法包含下列步驟:藉由一選股主網站用以取得投資者之會員註冊資料,並在完成驗證會員身份後,提供用以設定各類相關資訊之接收時距,以利該股票評選子系統能接收所需企業個股之財務報表資料,並能依據評估之標準值自動篩選出同產業符合標準值或最佳表現之企業個股,並可產生一專家所提供之投資建議資訊,以傳送至使用者端設備,以作為投資者進行選股決策時之參考。The method for analyzing and selecting stocks of the best financial statements provided by the present invention comprises the steps of: obtaining a member registration data of an investor by using a stock selection main website, and providing for setting the verification after completing the verification of the membership status The time interval for receiving various related information, so that the stock selection subsystem can receive the financial statement data of the required individual stocks, and can automatically screen out the individual stocks of the same industry that meet the standard value or best performance according to the evaluation standard value. It can also generate investment advice information provided by an expert for transmission to the user equipment as a reference for investors to make stock selection decisions.

本發明之目的及特色係藉由下列實施方式及圖式加以說明,該實施例係作為實施方式之例舉說明,其目的為熟悉此技藝之人士可由本說明書所揭示之內容輕易地瞭解本發明之其他優點與功效,而非用以限定本發明之範疇。The objects and features of the present invention are described by the following embodiments and drawings, which are set forth by way of example only. Other advantages and effects are not intended to limit the scope of the invention.

如第一圖所示,係為本發明為本發明最佳財務報表分析暨選股之資訊系統及方法示意圖。該最佳財務報表分析暨選股之資訊系統係包含一財訊伺服器5、一最佳財務報表分析暨選股資訊系統3及複數末端使用者1所組成;其中該最佳財務報表分析暨選股資訊系統3藉由一網際網路(Internet)2與遠端之複數末端使用者1進行連接;並透過一內部網路(Intranet)4連結資料庫伺服器5。As shown in the first figure, it is a schematic diagram of the information system and method for analyzing and selecting stocks of the best financial statements of the present invention. The information system of the best financial statement analysis and stock selection comprises a financial server 5, a best financial statement analysis and stock picking information system 3 and a plurality of end users 1; wherein the best financial statement analysis and The stock picking information system 3 is connected to the remote end user 1 via an Internet 2 and connected to the database server 5 via an internal network (Intranet) 4.

如第二圖所示,係為本發明最佳財務報表分析暨選股資訊系統及方法之最佳財務報表分析暨選股資訊系統功能模組圖。該最佳財務報表分析暨選股資訊系統3係包含一選股主網站31、一股票評選子系統32、一專家建議子系統33。其中選股主網站31提供使用者端設備1進行會員註冊及登入作業,以便藉由該財訊更新設定模組313進行一特定之時距進行設定,以供能根據該時距(如,以日期、週次、季節、年份進行設定)用以取得財訊伺服器所提供之各類相關資訊。As shown in the second figure, it is the best financial statement analysis and stock selection information system function module diagram of the best financial statement analysis and stock selection information system and method of the present invention. The best financial statement analysis and stock picking information system 3 includes a stock picking main website 31, a stock selection subsystem 32, and an expert suggestion subsystem 33. The stock picking main website 31 provides the user equipment 1 for the member registration and login operation, so that the specific time interval is set by the financial update setting module 313 to provide energy according to the time interval (for example, The date, week, season, and year are set to obtain all kinds of related information provided by the financial server.

其次,該股票評選子系統32包含一最佳評選股模組321、一最佳價值股模組322、一最佳價值股模組323、一最佳經營股模組324、一最佳潛力股模組325、一最佳償債股模組326及一高風險股模組327所組成。該使用者藉由該股票評選子系統32之模組選擇,用以判斷評選指標所測得之數值是否合乎各產業指標之標準值,且針對符合標準值之企業個股進行排序作業(舉例說明,如使用者用以選擇該股票評選子系統32之最佳經營模組323後,該最佳財務報表分析暨選股資訊系統3將自動取得該最佳經營模組323所需之評選指標【譬如,銷貨能力指標、出貨速度指標、收款速度指標、固定資產用運指標、總資產運用指標、綜合槓桿指標...等各項財務指標】於該財訊伺服器5,並依據該產業之平均水準自動產生一標準值後,針對符合標準值之同產業或跨產業股票產生最佳經營排序,以提供給使用者)。故,在完成時距接收後,依據使用者所選擇,可透過該最佳評選股模組322,用以針對評選指標之標準值進行全指標(包含,最佳價值指標、最佳經營指標、最佳營收指標、最佳潛力指標及最佳償債指標)篩選作業,以自動提供同產業或跨產業中最佳表現之企業個股;而使用者如僅需要企業個股每股淨值之變化,則需透過該最佳價值股模組322用以取得最佳價值評選指標之標準值判斷,並針對符合標準值之同產業或跨產業股票產生最佳價值排序,以瞭解該分析個股在同產業中之優劣勢狀況。Secondly, the stock selection subsystem 32 includes an optimal selection unit module 321, a best value stock module 322, a best value stock module 323, a best operating stock module 324, and an optimal potential stock. The module 325, an optimal debt service module 326 and a high risk stock module 327 are formed. The user selects the module of the stock selection subsystem 32 to determine whether the value measured by the selection index meets the standard value of each industry indicator, and sorts the enterprise stocks that meet the standard value (for example, If the user selects the best operation module 323 of the stock selection subsystem 32, the best financial statement analysis and stock selection information system 3 will automatically obtain the selection indicators required by the best operation module 323 [such as , the sales force capacity indicator, the shipping speed indicator, the collection speed indicator, the fixed asset operation indicator, the total asset utilization indicator, the comprehensive leverage indicator, etc., and other financial indicators are on the financial server 5, and according to the After the industry's average level automatically generates a standard value, the best operating order for the same industry or cross-industry stocks that meet the standard value is provided to the user). Therefore, after the completion of the time interval, according to the user's choice, the best selection unit module 322 can be used to perform the full indicator (including the best value indicator, the best business indicator, and the best value indicator for the standard value of the selection indicator. Best revenue indicators, best potential indicators and best debt repayment indicators) screening operations to automatically provide the best performing stocks in the same industry or across industries; and users only need to change the net value per share of the company's stocks, Then, the best value stock module 322 is used to obtain the standard value judgment of the best value selection index, and the best value ranking is performed for the same industry or cross-industry stocks that meet the standard value, so as to understand that the analysis stocks are in the same industry. The advantages and disadvantages of the situation.

再者,使用者亦可透過該最佳經營模組323、最佳營收股模組324及最佳償債股模組326用以分析企業個股「基本面」之狀況,其藉由各所屬之評估指標,用以分析判斷是否符合同產業平均水準之標準值,以各別進行最佳經營、最佳營收及最佳償債企業個股之排序作業;而使用者亦可透過該最佳潛力股模組326,根據評估最佳潛力之評估指標之標準值,用以快速找尋企業成長潛力優異之企業並進行排序;並可針對全指標標準值未符合一預設值之企業個股,藉由該高風險股模組327進行排序,以瞭解目前同產業或跨產業中有哪些企業個股屬於高度風險值之個股。Further, the user can also analyze the status of the "fundamental" of the individual stocks through the best operating module 323, the best-paying stock module 324 and the best paying stock module 326, The assessment indicators are used to analyze and judge whether they meet the standard values of the same industry average, and to perform the best operations, the best revenue and the best debt-paying enterprise stocks, and the users can also use the best The potential stock module 326, based on the standard value of the evaluation index for evaluating the best potential, is used to quickly find and sort the enterprises with excellent growth potential; and can borrow from the individual stocks whose standard value does not meet a preset value. The high risk stock module 327 is sorted to find out which of the current industry or cross-industry stocks are highly risky stocks.

另,其使用者完成上述股票評選子系統32之分析判斷及排序作業後,可藉由該專家建議子系統33中之個股建議模組331依據使用者所選擇之企業個股,藉由專家建議資料庫用以提供該個股之投資建議,並可透過一綜合輸出模組332用以取得該排序企業個股之個別建議資訊及整體之綜合建議資訊,以便產生一綜合評估報告,藉由網際網路傳送至使用者端設備1以作為選股決策時之參考。In addition, after the user completes the analysis and judgment and sorting operation of the stock selection subsystem 32, the expert suggestion module 331 in the expert suggestion subsystem 33 can use the expert suggestion data according to the enterprise stock selected by the user. The library is used to provide investment advice for the stock, and an integrated output module 332 can be used to obtain individual recommendation information of the sorted corporate stocks and overall comprehensive recommendation information to generate a comprehensive assessment report for transmission via the Internet. To the user device 1 as a reference when making a stock selection decision.

如第三圖所示,係為本發明最佳選股之資訊系統及方法之財訊伺服器功能模組圖。該財訊伺服器5包含一會員資料庫51、一企業財報資料庫52、一股票資料庫53及專家建議資料庫54。其會員資料庫51係用以用於儲存用於儲存網站上註冊之會員基本資料及會員編號資料,以便可針對使用者進行會員註冊及驗證作業,並可藉由一時距設定資料行時距設定作業,其中包含一會員基本資料檔511、一會員編號資料檔512及一時距設定資料檔513。而該企業財報資料庫52係用於儲存上市櫃具有公開財報之企業財務報表資料,其包含一資產負債資料檔521、一股東權益資料檔522、一現金流量資料檔523及一企業損益資料檔524所組成。其中,該資料檔包含股票評選子系統32各模組所需之指標之資訊(舉例說明,如資產負債資料檔521包含最佳經營股之評估指標【譬如,固定資產用運指標、總資產運用指標...等】,現金流量資料檔523所包含之最佳經營股之評估指標【譬如,銷貨能力指標、出貨速度指標、收款速度指標...等】,而企業損益資料檔524所包含之最佳經營股之評估指標【譬如,綜合槓桿指標...等】)。另,有關於股票資料庫53係用以於儲存上市櫃企業之股價及股類資料,其包含一關鍵字資料檔531、一股類資料檔532、一即時股價資料檔533及歷史股價資料檔534,其可提供使用者根據關鍵字或股類性質用以快速找尋所需評估之企業個股外,亦為提供該最佳價值股模組322所需之評估指標【譬如,每股淨值指標、內在價值指標...等】。As shown in the third figure, it is the financial server function module diagram of the information system and method of the best stock selection of the present invention. The financial server 5 includes a member database 51, a corporate financial database 52, a stock database 53, and an expert suggestion database 54. The member database 51 is used for storing the basic information of the member registered on the website and the member number information, so that the member registration and verification operation can be performed for the user, and the time interval setting can be set by setting the time interval of the data. The homework includes a member basic data file 511, a member number data file 512, and a time interval setting data file 513. The enterprise financial report database 52 is used for storing the financial statements of the company with public financial statements, including an asset and liability data file 521, a shareholder equity data file 522, a cash flow data file 523 and an enterprise profit and loss data file. 524 consists of. The data file includes information of indicators required by each module of the stock selection subsystem 32 (for example, if the asset and liability data file 521 includes an evaluation index of the best operating stock [for example, the use of fixed assets and the use of total assets] Indicators, etc.], the evaluation indicators of the best operating stocks included in the cash flow data file 523 [for example, sales force indicators, shipping speed indicators, collection speed indicators, etc.], and enterprise profit and loss data files The evaluation index of the best operating stock included in 524 [for example, comprehensive leverage indicators...etc.). In addition, the stock database 53 is used to store the stock price and stock information of the listed cabinet company, which includes a keyword data file 531, a stock data file 532, an instant stock price file 533 and a historical stock price data file. 534, which provides users with the keyword or stock type to quickly find the enterprise stocks to be evaluated, and is also an evaluation indicator required to provide the best value stock module 322 [e.g., the net value index per share, Intrinsic value indicators...etc.

另,在於該專家建議資料庫54係包含一個股建議資料檔541及一綜合建議資料檔542所組成;其主要針對專家對於個股所提出之建議進行儲存,並可結合評選結果產生一綜合評估報告給使用者端設備。In addition, the expert recommendation database 54 is composed of a stock recommendation data file 541 and a comprehensive recommendation data file 542; it is mainly for storing experts' suggestions for individual stocks, and can generate a comprehensive evaluation report based on the selection results. To the user device.

如第四圖所示,係為本發明最佳財務報表分析暨選股之資訊系統及方法操作流程圖。其使用者端設備1透過網際網路2用以連結至該最佳財務報表分析暨選股資訊系統3中之選股主網站31,並藉由該會員註冊模組311進行一會員註冊作業且取得一會員編號資料;及當使用者欲進行使用時,藉由該會員登入模組312取得使用者之會員認證資料,並判斷是否為註冊會員,以提供完成登入之會員透過財訊更新設定模組313進行一財訊更新之時距設定,並可針對未進行財訊更新時距設定之會員進行告知,以便能根據該所設定之時距進行財務報表資料、股票資料之取得。As shown in the fourth figure, it is the flow chart of the information system and method for the analysis and stock selection of the best financial statements of the present invention. The user equipment 1 is connected to the stock selection main website 31 in the best financial statement analysis and stock selection information system 3 via the Internet 2, and a member registration operation is performed by the member registration module 311. Obtaining a member number information; and when the user wants to use, the member login module 312 obtains the user's member authentication data, and determines whether it is a registered member, and provides the member who completes the login through the financial update setting mode. The group 313 performs the time interval setting of a financial update, and can notify the member who has not set the time limit for the financial update, so that the financial statement data and the stock data can be obtained according to the set time interval.

其次,根據會員所選擇股票評選子系統中之模組(如,321~327),用以判斷評選指標所測得之數值是否合乎同產業平均水準之標準值;其如,所選擇之模組皆無企業個股符合該標準值者,則告知使用者重新選擇模組進行評估;然,針對符合使用者所選擇模組評估指標標準值之企業個股進行排序作業,以供能藉由該專家建議子系統33中之個股建議模組331用以取得該排序企業個股之個別建議資訊及整體之綜合建議資訊,以供使用者端設備1可利用一綜合輸出模組332用以取得該產生之綜合評估報告,以作為選股決策時之參考。Secondly, according to the modules in the stock selection subsystem selected by the member (for example, 321~327), it is used to judge whether the value measured by the selection index meets the standard value of the industry average; for example, the selected module If there is no enterprise stock that meets the standard value, the user is informed to re-select the module for evaluation; however, the enterprise stocks that meet the standard value of the module evaluation index selected by the user are sorted to provide energy for the expert recommendation. The individual stock recommendation module 331 of the system 33 is used to obtain the individual recommendation information of the ranking company stocks and the overall comprehensive suggestion information for the user equipment 1 to utilize an integrated output module 332 for obtaining the comprehensive evaluation of the generation. Report as a reference for stock selection decisions.

如第五-A圖及第五-B所示,係為本發明最佳選股之資訊系統及方法之指標評估流程圖。其根據使用者所設定之時距用以取得該財訊伺服器5之財務報表資料、股票資料,並進一步自動取得所需評估產業之全指標標準值(其包含,最佳價值指標、最佳經營指標、最佳營收指標、最佳潛力指標及最佳償債指標),首先判斷該股票資料是否符合全指標之標準值,如全指標之數值符合該同產業平均水準之標準值,則針對符合之企業個股進行同產業或跨產業股票產生最佳評選排序;而如所篩選之企業個股並無法滿足全指標之標準值,則可進一步判斷該企業個股之股票資料是否符合最佳價值評選指標之標準值,並可針對符合之企業個股進行同產業或跨產業股票產生最佳價值排序作業,並能回傳給使用者;其次,為清楚瞭解企業個股之「基本面」,其針對無符合最佳價值評選指標之標準值之企業個股,進一步透過該最佳經營評選指標之標準值用以分析判斷企業個股,並針對符合標準值之同產業或跨產業股票產生最佳經營排序作業;且,針對未符合最佳經營評選指標者,利用最佳營收評選指標進行分析判斷,以瞭解企業之營收狀況及能力,並針對符合標準值之企業個股用以產生同產業或跨產業股票產生最佳營收排序作業;再者,使用者可透過該最佳潛力評選指標用以進行評估判斷,以找尋最佳潛力之企業個股,並針對符合該最佳潛力評選指標標準值之同產業或跨產業股票產生最佳潛力排序;另,對於企業公司之債務狀況,其可提供使用者在取得股票資料後,利用該最佳償債評選指標進行該企業個股之判斷分析,並針對符合標準值之同產業或跨產業股票產生最佳償債排序;最後,其使用者針對該股票資料庫53所傳送之股票資料,皆未符合前述全指標之標準值,且低於一預設值之企業個股,進行一同產業或跨產業高風險排序作業。As shown in the fifth-A diagram and the fifth-B, it is a flow chart for evaluating the indicators of the information system and method for the best stock selection of the present invention. It is used to obtain the financial statement data and stock data of the financial server 5 according to the time interval set by the user, and further automatically obtain the full indicator standard value (including the best value indicator and the best value) of the required evaluation industry. Operating indicators, best revenue indicators, best potential indicators and best debt repayment indicators), first determine whether the stock data meets the standard value of the full indicator, if the value of the full indicator meets the standard value of the same industry average, then For the matching of individual stocks, the same industry or cross-industry stocks will be ranked in the best ranking; and if the selected individual stocks are unable to meet the standard value of the full indicator, then it can be further judged whether the stock information of the individual stocks meets the best value selection. The standard value of the indicator, and can rank the best value of the same industry or cross-industry stocks for the corresponding individual stocks, and can be returned to the users; secondly, to clearly understand the "fundamental" of the individual stocks, Corporate stocks that meet the standard value of the best value selection indicators are further analyzed by the standard value of the best management selection indicator. Breaking individual stocks and ranking the best business for the same industry or cross-industry stocks that meet the standard value; and, for those who do not meet the best business evaluation criteria, use the best revenue selection indicators for analysis and judgment to understand the enterprise Revenue status and capacity, and for the enterprise stocks that meet the standard value to generate the best revenue sorting operation for the same industry or cross-industry stocks; furthermore, the user can use the best potential selection indicators for evaluation and judgment. To find the best stocks of the company's stocks, and to rank the best potential for the same industry or cross-industry stocks that meet the best potential selection criteria; and, for the debt status of the company, it can provide users with stocks. After the data, the best debt repayment selection index is used to conduct judgment analysis of the individual stocks of the enterprise, and the best debt repayment order is ranked for the same industry or cross-industry stocks that meet the standard value; finally, the users of the stock database 53 The stock information transmitted is not in line with the standard value of the above all indicators, and the company stocks below a preset value are carried out together. Industry or cross-industry high-risk sorting operations.

對於,使用者透過該股票評選子系統32所選擇之模組,進行指標判斷分析並產生符合標準值之同產業或跨產業股票,其可由該專家建議子系統33之個股建議模組331針對該排序企業個股用以產生個別建議資訊及整體之綜合建議資訊,以供使用者端設備1可利用一綜合輸出模組332用以取得該產生之綜合評估報告。For the user to perform the indicator judgment analysis through the module selected by the stock selection subsystem 32 and generate the same industry or cross-industry stock that meets the standard value, the expert suggestion module 331 of the expert suggestion subsystem 33 may The individual stocks are sorted to generate individual recommendation information and overall comprehensive recommendation information for the user equipment 1 to utilize an integrated output module 332 for obtaining the generated comprehensive evaluation report.

1...使用者端設備1. . . User equipment

2...網際網路2. . . Internet

3...最佳財務報表分析暨選股資訊系統3. . . Best Financial Statement Analysis and Stock Information System

31...選股主網站31. . . Stock picking website

311...會員註冊模組311. . . Member registration module

312...會員登入模組312. . . Member login module

313...財訊更新設定模組313. . . Financial update setting module

32...股票評選子系統32. . . Stock selection subsystem

321...最佳評選股模組321. . . Best selection stock module

322...最佳價值股模組322. . . Best value stock module

323...最佳經營股模組323. . . Best operating stock module

324...最佳營收股模組324. . . Best revenue stock module

325...最佳潛力股模組325. . . Best potential stock module

326...最佳償債股模組326. . . Best debt repayment module

327...高風險股模組327. . . High risk stock module

33...專家建議子系統33. . . Expert advice subsystem

331...個股建議模組331. . . Stock recommendation module

332...綜合輸出模組332. . . Integrated output module

4...內部網路4. . . Internal network

5...財訊伺服器5. . . Financial server

51...會員資料庫51. . . Member database

511...會員基本資料檔511. . . Member basic profile

512...會員編號資料檔512. . . Member number data file

513...時距設定資料檔513. . . Time setting data file

52...企業財報資料庫52. . . Corporate financial report database

521...資產負債資料檔521. . . Asset and liability data file

522...股東權益資料檔522. . . Shareholders' equity data file

523...現金流量資料檔523. . . Cash flow data file

524...企業損益資料檔524. . . Enterprise profit and loss data file

53...股票資料庫53. . . Stock database

531...關鍵字資料檔531. . . Keyword data file

532...股東權益資料檔532. . . Shareholders' equity data file

533...即時股價資料檔533. . . Instant stock data file

534...歷史股價資料檔534. . . Historical stock data file

54...專家建議資料庫54. . . Expert suggestion database

541...個股建議資料檔541. . . Stock recommendation data file

542...綜合建議資料542. . . Comprehensive recommendation information

第一圖 為本發明最佳選股之資訊系統及方法示意圖。The first figure is a schematic diagram of the information system and method for the best stock selection of the present invention.

第二圖 為本發明最佳財務報表分析暨選股資訊系統及方法之最佳財務報表分析暨選股資訊系統功能模組圖。The second figure is the best financial statement analysis and stock selection information system function module diagram of the best financial statement analysis and stock selection information system and method of the present invention.

第三圖 為本發明最佳選股之資訊系統及方法之財訊伺服器功能模組圖。The third figure is a functional diagram of the financial server function module of the information system and method for the best stock selection of the present invention.

第四圖 為本發明最佳選股之資訊系統及方法操作流程圖。The fourth figure is a flow chart of the operation of the information system and method for the best stock selection of the present invention.

第五-A、五-B圖 為本發明最佳選股之資訊系統及方法之指標評估流程圖。The fifth-A, five-B diagram is a flow chart for evaluating the indicators of the information system and method for the best stock selection of the present invention.

1...使用者端設備1. . . User equipment

2...網際網路2. . . Internet

3...最佳財務報表分析暨選股資訊系統3. . . Best Financial Statement Analysis and Stock Information System

31...選股主網站31. . . Stock picking website

311...會員註冊模組311. . . Member registration module

312...會員登入模組312. . . Member login module

313...財訊更新設定模組313. . . Financial update setting module

32...股票評選子系統32. . . Stock selection subsystem

321...最佳評選股模組321. . . Best selection stock module

322...最佳價值股模組322. . . Best value stock module

323...最佳經營股模組323. . . Best operating stock module

324...最佳營收股模組324. . . Best revenue stock module

325...最佳潛力股模組325. . . Best potential stock module

326...最佳償債股模組326. . . Best debt repayment module

327...高風險股模組327. . . High risk stock module

33...專家建議子系統33. . . Expert advice subsystem

331...個股建議模組331. . . Stock recommendation module

332...綜合輸出模組332. . . Integrated output module

4...內部網路4. . . Internal network

5...財訊伺服器5. . . Financial server

Claims (10)

一種最佳選股之資訊系統,該系統包括一財訊伺服器、一最佳財務報表分析暨選股資訊系統及複數使用者端設備所組成,其中:一財訊伺服器係用於儲存該最佳財務報表分析暨選股資訊系統所需之各類相關資訊;一最佳財務報表分析暨選股資訊系統係用於接收財訊伺服器之各類相關資訊,以供依據企業之財務報表資料為基礎,進行同產業中各項財務指標符合標準值或最佳表現之企業個股評選作業,其特徵在於該最佳財務報表分析暨選股資訊系統包含:一選股主網站,用於提供使用者進行會員註冊及登入作業,以便設定各類相關資訊之接收時距,並能針對該各類相關資訊進行更新作業;一股票評選子系統,提供該使用者端設備藉由更新後之各類相關資訊進行同產業中符合標準值或最佳表現之企業個股評選作業;一專家建議子系統,根據該股票評選之結果,用以提供即時之建議資訊,並可針對評選資料及建議資訊傳送至使用者端設備進行綜合輸出作業。An information system for optimal stock selection, the system comprising a financial server, a best financial statement analysis and stock picking information system and a plurality of user equipments, wherein: a financial server is used for storing the information The best financial statement analysis and various information required for the stock picking information system; a best financial statement analysis and stock picking information system is used to receive all kinds of relevant information of the financial server for the financial statements of the company. Based on the data, the selection of corporate stocks in which the financial indicators in the same industry meet the standard value or the best performance is characterized in that the best financial statement analysis and stock selection information system includes: a stock selection main website for providing The user performs member registration and login operations to set the receiving time of various related information, and can update the related information; a stock selection subsystem provides the user equipment by updating each Class-related information for the selection of corporate stocks in the same industry that meet the standard value or best performance; an expert recommendation subsystem, based on the stock selection As a result, real-time information to provide recommendations of, and may be sent to the user terminal device integrated output job information and recommendations for the selection of information. 如申請專利範圍第1項所述之最佳選股之資訊系統,其中,該財訊伺服器中之各類相關資訊係包含:一會員資料庫,用於儲存網站上註冊之會員基本資料及會員編號資料,以便可針對使用者進行會員註冊及驗證作業,並可藉由一時距設定資料行時距設定作業;一企業財報資料庫,用於儲存上市櫃具有公開財報之企業財務報表資料;一股票資料庫,其用於儲存上市櫃企業之股價及股類資料,其能供進行股票評選作業;一專家建議資料庫,其針對專家對於個股所提出之建議進行儲存,並可結合評選結果產生一綜合評估報告給使用者端設備。For example, the information system of the best stock selection mentioned in the first paragraph of the patent application, wherein the related information in the financial server includes: a member database for storing the basic information of the members registered on the website and Member number information, so that the user can register and verify the operation for the user, and set the operation time by setting the time interval of the data; a corporate financial report database is used for storing the financial statements of the company with public financial statements; A stock database for storing the stock price and stock data of the listed cabinet company, which can be used for stock selection operations; an expert suggestion database, which stores the suggestions made by experts for individual stocks, and can be combined with the selection results A comprehensive evaluation report is generated to the user equipment. 如申請專利範圍第1項所述之最佳財務報表分析暨選股之資訊系統,其中,該最佳財務報表分析暨選股資訊系統中之選股主網站係包含:一會員註冊模組,用以接收使用者端設備之註冊資料,並將該註冊之會員資料回傳至會員資料庫,以便進行會員資料儲存作業;一會員登入模組,係用以取得使用者端設備所輸入之登入資料並與會員資料庫之會員資料進行核對及登入作業;一財訊更新設定模組,其可提供使用者針對一特定之時距進行設定,以供能根據該時距用以取得財訊伺服器所提供之各類相關資訊。For example, the information system for the analysis and stock selection of the best financial statements mentioned in item 1 of the patent application, wherein the main website of the stock selection in the best financial statement analysis and stock selection information system comprises: a member registration module, For receiving the registration information of the user equipment, and returning the registered member information to the member database for the member data storage operation; a member login module is used to obtain the login input by the user terminal device The information is checked and checked with the member data of the member database; a financial update setting module is provided for the user to set a specific time interval for the purpose of obtaining the financial servo according to the time interval. Various types of information provided by the device. 如申請專利範圍第1項所述之最佳選股之資訊系統,其中,該時距之設定,可依時間之間距分為日、週、季、年或其中之任一組合。For example, the information system of the best stock selection mentioned in the first paragraph of the patent application, wherein the setting of the time interval can be divided into any combination of day, week, season, year or any of the time intervals. 如申請專利範圍第1項所述之最佳選股之資訊系統,其中,該最佳財務報表分析暨選股資訊系統中之股票評選子系統係包含:一最佳評選股模組,係用以取得財訊伺服器中財務報表資料、股票資料,並根據經理人設定模組所提供評選指標之標準值進行全指標篩選作業;一最佳價值股模組,係取得財訊伺服器中股票資料庫之股價資料及股類資料,並根據評選指標之標準值篩選並排序同產業或跨產業最佳價值之企業個股;一最佳經營股模組,係提供使用者取得企業財報資料庫之財務報表資料,根據評選指標之標準值篩選並排序同產業或跨產業最佳經營表現之企業個股;一最佳營收股模組,係提供使用者取得企業財報資料庫之財務報表資料,並依據評選指標之標準值篩選並排序同產業或跨產業最佳營收能力之企業個股;一最佳潛力股模組,係藉由該企業財報資料庫中之財務報表資料取得,並以評選指標之標準值篩選並排序同產業或跨產業最佳潛力發展之企業個股;一最佳償債股模組,藉由該企業財報資料庫中之財務報表資料取得,並以評選指標之標準值篩選並排序同產業或跨產業償債能力最佳之企業個股;一高風險股模組,其針對最佳評選股模組之全指標篩選作業中,該評選指標之標準值低於一預設值進行篩選並排序之同產業企業個股。For example, the information system of the best stock selection mentioned in the first paragraph of the patent application, wherein the stock selection subsystem in the best financial statement analysis and stock picking information system comprises: an optimal stock selection module, which is used In order to obtain the financial statement data and stock data in the financial server, and perform the full indicator screening operation according to the standard value of the selection indicators provided by the manager setting module; a best value stock module is to obtain the stock in the financial server. The stock price information and stock data of the database, and filter and sort the enterprise stocks with the best value of the industry or cross-industry according to the standard value of the selection index; the best operating stock module provides users with the database of corporate financial reports. The financial statement data, according to the standard value of the selection indicators, select and rank the enterprise stocks with the best operating performance of the same industry or cross-industry; the best revenue stock module provides the financial statement data of the user to obtain the enterprise financial report database, and According to the standard value of the selection indicators, the enterprise stocks with the best revenue capability of the same industry or cross-industry are selected and ranked; the best potential stock module is based on the enterprise wealth. Obtaining the financial statements in the database, and screening and sorting the individual stocks with the best potential development of the industry or cross-industry based on the standard values of the selection indicators; one of the best debt-paying stock modules, through the enterprise financial report database The financial statement data is obtained, and the company's stocks with the best solvency of the same industry or cross-industry are screened and sorted according to the standard value of the selection indicators; a high-risk stock module, which screens the full indicator for the best stock selection module The standard value of the selection indicator is lower than a preset value for screening and sorting the same industrial enterprise stocks. 如申請專利範圍第1項所述之最佳選股之資訊系統,其中,該最佳財務報表分析暨選股資訊系統中之專家建議子系統係包含:一個股建議模組,係取得股票評選子系統之評選結果後,可依據使用者所選擇之企業個股,藉由專家建議資料庫用以提供該個股之投資建議;一經理人設定模組,係提供一經理人針對股票評選子系統所需之評選指標進行標準值之設定作業,以供使用者在完成財訊更新作業後,自動產生所需之最佳選股資訊。一綜合輸出模組,係能依據使用者進行股票評選子系統中模組之選擇,用以產生合乎標準值之同產業或跨產業企業個股之資訊,並結合專家建議資料庫中所提供個股之投資建議,以產生一綜合評估報告,且藉由一網路傳輸方式用以傳送至使用者端設備。For example, the information system of the best stock selection mentioned in the first paragraph of the patent application, wherein the expert suggestion subsystem in the best financial statement analysis and stock selection information system includes: a stock recommendation module, which is a stock selection After the selection result of the subsystem, the expert recommendation database can be used to provide investment suggestions for the stock according to the company's selected stocks; a manager setting module provides a manager for the stock selection subsystem. The selection criteria are required to set the standard value for the user to automatically generate the best stock picking information required after completing the financial update operation. An integrated output module is capable of generating information according to the standard value of the same industry or cross-industry enterprise stocks according to the selection of the modules in the stock selection subsystem, and combining the stocks provided in the expert suggestion database. Investment advice to generate a comprehensive assessment report and transmit it to the consumer device via a network transmission. 如申請專利範圍第1項所述之最佳選股之資訊系統,其中,該使用者端設備包含桌上型電腦、筆記型電腦及可攜式網路裝置。The information system of the best stock selection as described in claim 1, wherein the user equipment comprises a desktop computer, a notebook computer and a portable network device. 一種最佳選股之資訊方法,係根據企業之財務報表資料為基礎,用以提供使用者自動取得同產業中符合標準值或最佳表現之企業個股,其特徵為包含下列步驟:使用者端設備藉由一網際網路進行一會員註冊作業,並取得一會員編號資料;藉由一選股主網站取得使用者之會員認證資料,並判斷是否為註冊會員;提供完成登入之會員進行一財訊更新之時距設定,並根據該所設定之時距進行財務報表資料、股票資料之取得;並根據會員所選擇股票評選子系統中之模組,用以判斷評選指標所測得之數值是否合乎經理人所設定之標準值;針對符合標準值之企業個股進行排序作業;且透過一專家建議子系統用以取得該排序企業個股之個別建議資訊及整體之綜合建議資訊;以供使用者端設備可利用一綜合輸出模組用以取得該產生之綜合評估報告,以作為選股決策時之參考。An information method for optimal stock selection is based on the financial statement data of the enterprise, and is used to provide users with automatic acquisition of enterprise stocks that meet the standard value or best performance in the same industry, and is characterized by the following steps: The device performs a member registration operation through an internet connection and obtains a member number information; obtains the user's member authentication information through a stock selection main website, and determines whether it is a registered member; and provides a member who completes the login to make a fortune The time interval of the update is set, and the financial statement data and the stock data are obtained according to the set time interval; and the module in the stock selection subsystem selected by the member is used to judge whether the value measured by the selection index is Aligning with the standard values set by the manager; sorting the individual stocks that meet the standard value; and using the expert advice subsystem to obtain the individual recommendation information of the sorted corporate stocks and the overall comprehensive recommendation information; The device can utilize a comprehensive output module to obtain a comprehensive evaluation report of the production as a stock selection decision Of reference. 如申請專利範圍第8項所述之最佳選股之資訊方法,其中更包含下列步驟:接收使用者所設定之時距,並依據該時距之時間點用以取得財訊伺服器中之財務報表資料、股票資料;根據專家建議子系統中之經理人設定模組,用以取得全指標之標準值;針對使用者之選擇,透過股票評選子系統中之最佳評選股模組用以判斷股票資料是否符合全指標之標準值,並針對符合標準值之同產業或跨產業股票產生最佳評選排序;針對未符合之全指標標準值之股票資料,進行最佳價值評選指標之標準值判斷,並針對符合標準值之同產業或跨產業股票產生最佳價值排序;其次,針對未達最佳價值評選指標標準值之股票資料,進行最佳經營指標之標準值判斷,並針對符合標準值之同產業或跨產業股票產生最佳經營排序;並可針對剩餘未通過標準值之股票資料,進行最佳營收指標之標準值判斷,並針對符合標準值之同產業或跨產業股票產生最佳營收排序;再者,對於上述指標未符合之股票資料,進行最佳潛力指標之標準值判斷,並針對符合標準值之同產業或跨產業股票產生最佳潛力排序;及利用最佳償債指標之標準值用以判斷未符合最佳潛力評選指標標準值之股票資料,並針對符合標準值之同產業或跨產業股票產生最佳償債排序;針對股票資料低於全指標標準值之一預設值時,其用以產生一同產業或跨產業股票之高風險股並進行排序。For example, the information method of the best stock selection described in claim 8 includes the following steps: receiving the time interval set by the user, and obtaining the time in the financial server according to the time point of the time interval. Financial statement data, stock data; according to the expert suggestion, the manager in the subsystem sets the module to obtain the standard value of the full indicator; for the user's choice, through the best selection stock module in the stock selection subsystem Determine whether the stock data meets the standard value of the full indicator, and rank the best selection for the same industry or cross-industry stocks that meet the standard value; and the standard value of the best value selection index for the stock data that does not meet the full indicator standard value Judging and ranking the best value for the same industry or cross-industry stocks that meet the standard value; secondly, for the stock data that does not meet the standard value of the best value selection index, the standard value judgment of the best business indicator is made, and the standard is met. Value of the same industry or cross-industry stocks to produce the best business order; and the best camp for the remaining stock data that does not pass the standard value Judging the standard value of the indicator, and ranking the best revenue for the same industry or cross-industry stocks that meet the standard value; further, for the stock data that the above indicators do not meet, the standard value judgment of the best potential indicator is made, and The best potential ranking of the same industry or cross-industry stocks in accordance with the standard value; and the use of the standard value of the best debt repayment index to judge the stock data that does not meet the standard value of the best potential selection index, and for the same industry that meets the standard value Or the cross-industry stocks produce the best sort of debt repayment; when the stock data is lower than the default value of the full indicator standard value, it is used to generate and rank high-risk stocks of the same industry or cross-industry stocks. 如申請專利範圍第9項所述之最佳選股之資訊方法,其中該全指標包含最佳價值指標、最佳經營指標、最佳營收指標、最佳潛力指標及最佳償債指標。For example, the information method of the best stock selection mentioned in claim 9 of the patent scope includes the best value indicator, the best business indicator, the best revenue indicator, the best potential indicator and the best debt repayment indicator.
TW100122675A 2011-06-28 2011-06-28 Optimal financial statement analysis and stock picking information system and method TW201301187A (en)

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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TWI692735B (en) * 2018-10-12 2020-05-01 台北富邦商業銀行股份有限公司 Exposure management system of corporate finance
TWI711995B (en) * 2019-11-14 2020-12-01 三竹資訊股份有限公司 Device and method for an educational diagnosis of a technical pattern of a finance instrument

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TWI692735B (en) * 2018-10-12 2020-05-01 台北富邦商業銀行股份有限公司 Exposure management system of corporate finance
TWI711995B (en) * 2019-11-14 2020-12-01 三竹資訊股份有限公司 Device and method for an educational diagnosis of a technical pattern of a finance instrument

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