• Title/Summary/Keyword: 회계학

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LDA Topic Modeling and Recommendation of Similar Patent Document Using Word2vec (LDA 토픽 모델링과 Word2vec을 활용한 유사 특허문서 추천연구)

  • Apgil Lee;Keunho Choi;Gunwoo Kim
    • Information Systems Review
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    • v.22 no.1
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    • pp.17-31
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    • 2020
  • With the start of the fourth industrial revolution era, technologies of various fields are merged and new types of technologies and products are being developed. In addition, the importance of the registration of intellectual property rights and patent registration to gain market dominance of them is increasing in oversea as well as in domestic. Accordingly, the number of patents to be processed per examiner is increasing every year, so time and cost for prior art research are increasing. Therefore, a number of researches have been carried out to reduce examination time and cost for patent-pending technology. This paper proposes a method to calculate the degree of similarity among patent documents of the same priority claim when a plurality of patent rights priority claims are filed and to provide them to the examiner and the patent applicant. To this end, we preprocessed the data of the existing irregular patent documents, used Word2vec to obtain similarity between patent documents, and then proposed recommendation model that recommends a similar patent document in descending order of score. This makes it possible to promptly refer to the examination history of patent documents judged to be similar at the time of examination by the examiner, thereby reducing the burden of work and enabling efficient search in the applicant's prior art research. We expect it will contribute greatly.

Characteristics of Information System that Affect Business Performance : Focusing on Accounting Information System (업무성과에 영향을 미치는 정보시스템의 특성에 관한 실증연구 : 회계정보시스템을 중심으로)

  • Oh, Eun-Hae
    • Journal of Information Technology Services
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    • v.12 no.1
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    • pp.33-50
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    • 2013
  • As having analyzed an advance research that had looked into how characteristics of information system affect use and success of the concerned system, the study determined that system quality, information quality and service quality are the fundamental requirements for a good accounting information system. In addition, based on perceived usefulness and perceived ease of use that have been selected as major variables related to information system acceptance proposed by Davis[10], the study conducted an empirical analysis on how such factors would influence performance of the accounting information system. According to the results from the analysis, the system quality one of the characteristics of the accounting information system was observed to have a significant influence on the perceived ease of use while both the information quality and the service quality would positively affect the perceived usefulness. Not only that, the perceived ease of use and the perceived usefulness were confirmed to be a significant factor to the performance, and with those results, all the theses of the study have been selected. As proved even with the information system success model, the system quality, the information quality and the service quality are definitely the most necessary elements for business management, and it also turned out that those elements would play an important role in several stages of the information system.

The Effect of the Formalization of Organization and IT activities on the Logistics Performance. (물류정보기술의 수용이 물류성과에 미치는 영향에 관한 연구)

  • 장경수
    • The Journal of Information Technology
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    • v.4 no.4
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    • pp.1-14
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    • 2001
  • The Purpose of this study is to determine whether the fitness between the formalization of logistics organization and information technology(IT) activities enhances the logistics performance. Successful participation in the global marketplace demands the formalization of the logistics organization and the integration of a firm's logistics activities, which can be enhanced by electronic linkage. The electronic linkage is improved by IT activities, which are divided into three subcontracts. Those are hardware system developments, software developments and system operation. Specifically this study tries to answer the following questions: First, relationship of the formalization of logistics organization iud logistics performance, second, relationship of IT activities and logistics performance.

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A Study of Performance Measurement under New Environment of Firms (새로운 기업 환경에 요구되는 성과측정 방안)

  • Shin, Hyun-Dai
    • The Journal of Information Technology
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    • v.7 no.4
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    • pp.47-60
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    • 2004
  • The main purpose of the present study are as follows: First, through the extensive literature review, we tried to find out environmental changes in the management thoughts. Second, as we found a new paradigm on valuation-oriented management thoughts, we argued that cost/management accounting information should play key roles in creating values. Third, we pointed out that when firms used only financial performance measurements, problems could take places. Finally, especially to promote the organizational effectiveness and efficiency, we stressed that firms should use the balanced scorecard approach in performance measurements of its own organizations and personnels.

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통계 데이타베이스의 보호에 관한 조사 연구

  • Kim, Chul
    • Review of KIISC
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    • v.4 no.1
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    • pp.44-52
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    • 1994
  • 정보화 사회에서는 가계, 기업, 정보 등의 정보 활동의 주체들이 가진 정보자산은 데이타 베이스(이하DB)와 소프트웨어(S/W)로 대변할 수 있으며, 이중 DB는 정보화 사회의 기반시설의 하나라고 볼 수 있다. 특별히 통계DB는 각 주체들에게는 필수적인 정보를 갖고 있다. 금융자산의 정보, 국방에 관련된 병력, 장비, 군수물자등의 정보, 회계정보 뿐 아니라 인구센서스, 경제계획수립 등등의 다양한 분야에 이 통계 DB는 사용되고 있다. 이러한 통계DB는 기존의DB에서의 데이타의 저장, 관리, 추출 기능외에 통계적인 데이타의 분석기능이 요구되고 있다. 통계 처리를 위한 데이타베이스관리 시스템(DBMS, database management system)은 주로 기존의 DBMS 에 통계처리를 위한 기능을 추가하거나 통계를 위한 DB를 따로 구축하는 방법을 사용하고 있다. 따라서 일반적인 DB 보호 기술과 더불어 통계 의 환경을 이해하는 보호 기술이 요구되고 있다. 일반적으로 DB 를 보호하는 방법으로는 물리적인 보안(physical security)과 운영체계 보안(operating system security) 이 있으며, 이들과 함께 데이타 암호화(data encryption)의 방법을 사용하고 있다. DB 의 보안 방법에 관한 연구 중 George I. Davida 등에 의한 방법은 중국인의 나머지 정리(chinese remainder thorem)를 사용하는 암호화 알고리즘을 이용하여 레코드(record) 단위의 암호화를 하며, Khamis A. Omar등에 의한 방법은 읽기, 쓰기, 갱신의 3단계의 사용자 등급을 부여하여 DB 접근의 제약을 가하는 기능을 갖고 있다. 본고에서는 특히 그 중요성이 더해가고 있는 통계 의 일반적인 개념을 살펴보며, 특성 지향형 질의 모델(characteristic-specified query model)의 보호기술을 살펴본다. 특별히 본고는 통계 DB의 보호에 대한 일반적인 조사 연구로서 잘 알려진 사실들을 많은 참고 문헌과 더불어 소개하는 내용으로 통계 DB의 보호에 관한 새로운 연구 결과는 아니다.

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A Study on Proper Employment Size of Korea Coast Guard (해양경찰청의 적정 인력규모에 관한 연구)

  • Kim, Sang-Goo
    • Journal of Navigation and Port Research
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    • v.34 no.8
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    • pp.679-685
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    • 2010
  • This study aimed to find a proper size of Korea Coast Guard. To attain this goal, this study constructed an experimental standard quota model then calculated the proper number of employees of Korea Coast Guard, The findings of the analysis can be summarized as follows: The formula of the model constructed through reviewing related literature is as folllows: Y(manpowers) = constant + (B $\times$ the number of crimes committed) + (B $\times$ the expenditure in the general account) + (B $\times$ the number of Korea Coast Guard vessels). The proper employment size of Korea Coast Guard calculated using the model was 7,369.

The Effects of MAIS Strategic Alignment on Production Performance: The Consideration of AMT (생산기술 첨단화에 따른 관리회계정보시스템 전략적 연계가 생산성과에 미치는 영향)

  • Choe, Jong-Min
    • The Journal of Information Systems
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    • v.26 no.2
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    • pp.25-42
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    • 2017
  • Purpose This study empirically examined the causal relationships among the level of advanced manufacturing technology(AMT), facilitation of alignment, the degrees of strategic alignment of management accounting information systems(MAIS), and the improvement of production performance. Design/methodology/approach Data for this study were drawn from a survey of the current status of AMT used in Korean manufacturing firms. At the beginning, 131 organizations responded to the request for information. However, during the survey, 5 firms withdrew from the survey, and as a result, 126 manufacturing firms were included in the research. In order to collect data, this study administered questionnaires with the participating firms. The survey was conducted during a 4-month period between November 2015 and March 2016. Findings The results showed that the level of AMT has a significant impact on alignment facilitation. A significant causal relationship between alignment facilitation and MAIS strategic alignment was also found. It was shown that under high degrees of MAIS strategic alignment, MAIS must provide broad-scope and integrated types of information. The causal relationships between MAIS strategic alignment and organizational performance were significant and positive. Thus, it is concluded that under high levels of AMT, a high degree of MAIS strategic alignment positively contributes to the improvement of a firm's production performance.

Development of Text Mining-Based Accounting Terminology Analyzer for Financial Information Utilization (재정정보 활용을 위한 텍스트 마이닝 기반 회계용어 형태소 분석기 구축)

  • Jung, Geon-Yong;Yoon, Seung-Sik;Kang, Ju-Young
    • The Journal of Information Systems
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    • v.28 no.4
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    • pp.155-174
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    • 2019
  • Purpose Social interest in financial statement notes has recently increased. However, contrary to the keen interest in financial statement notes, there is no morphological analyzer for accounting terms, which is why researchers are having considerable difficulty in carrying out research. In this study, we build a morphological analyzer for accounting related text mining techniques. This morphological analyzer can handle accounting terms like financial statements and we expect it to serve as a springboard for growth in the text mining research field. Design/methodology/approach In this study, we build customized korean morphological analyzer to extract proper accounting terms. First, we collect Company's Financial Statement notes, financial information data published by KPFIS(Korea Public Finance Information Service), K-IFRS accounting terms data. Second, we cleaning and tokeninzing and removing stopwords. Third, we customize morphological analyzer using n-gram methodology. Findings Existing morphological analyzer cannot extract accounting terms because it split accounting terms to many nouns. In this study, the new customized morphological analyzer can detect more appropriate accounting terms comparing to the existing morphological analyzer. We found that accounting words that were not detected by existing morphological analyzers were detected in new customized morphological analyzers.

A Study on the Principle of Business Enterprises Accounting (우리나라 기업회계원칙에 관한 고찰)

  • 최달수
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.2 no.2
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    • pp.93-103
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    • 1979
  • As principles of our country's Business Enterprises Account are being developed, Customs of Business Enterprises Account are in the state of change and then Principles of that are in revision. According to systematizing contents of such a principle of Business Enterprises Account, having made an analysis and Investigation from versatile situation, I can deprive of the following conclusions from above facts. 1. The prelude of a general principle involves compulosory character like a forced law rather than a theoretical teaching of original character. 2. Because of making much of supply of account information, To make mistakes, emphasis on function of an information, on the other side, being apt to disregard control function of original account. 3. There is no such a mutual relation as theoretical systematic form among general rule, a profit-and-loss account, balance sheet and drawing principle. These rules which don't form gradual structure are prescribed respectively according to business like necessity. 4. An overall contents of account principle are regarded as principle near financial account rather than the Pivot of administration account. In the future, The whole academic world of account and business practice should become the idealistic account principle with lots of study and effort.

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A Study on the Accounting Transparency Financial Characteristics between ERP Systems Implementation and Non Implementation Companies (ERP시스템 도입기업과 미도입기업의 회계투명성 관련 재무적 특성)

  • Choi, Hyun-Dol;Lee, Jang-Hyung
    • The Journal of Information Systems
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    • v.14 no.1
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    • pp.107-124
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    • 2005
  • ERP systems are comprehensive sorfware packages that seek to integrate the complete range of lbusiness processes and functions in order to present a heuristic perspectives of a firm from a single information and information technlogy architecture. The ERP systems have delicate internal controls with built-in devices. It is known that the delicate internal controls help to enhance the accounting transparency. We empirically investigate the relationship between the ERP systems inplementations and an accounting transparency. In order to measure the accounting transparency differences, we compare the ERP systems implementation firms with firms which did not implement the ERP systems by 6 financial ratios (accruals, net profit margin, operation cash folo to sales, total debt to equity, accounts receivable changes, assets quality). Data are collecte from 135 firms implemented the ERP systems and 135 firms non-implemented the systems (the firms listed in the Korea Stock Exchange). We analyze financial statements from 270 firms for the period 2001-2003 to ezamine the 6 financial ratios differences. The results of 810 firms analyses over the 3-year period indicate that the ERP systems implementation firms show the statistically significant differences in the accrual ratio, the net profit margin ratio, operating cash flow to sales ratio, and total debt to equity ratio from the ERP systems non-implementation firms. But there is statistically no differences between the two groups for accounts receivable changes to sales ratio and assets quality.

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