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題名：Testing an Automated Accuracy Assessment Method on Bibliographic Data
書刊名：圖書資訊學刊
作者：Olensky, Marlies
出版日期：2014
卷期：12:2
頁次：頁19-38
主題關鍵詞：資料準確性評估；書目資料；書目計量資料來源；Data accuracy assessment；Bibliographic data；Bibliometric data sources；Web of science；Scopus
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  • 點閱點閱:17
本研究探討資料品質文獻所提及的自動化資料準確性評估法，以瞭解其用於評估書目資料 時的適切性。本研究用來測試的書目資料為兩位諾貝爾化學獎得主10年內之出版品，書目資料 檢索自Web of Science與Scopus；在準確性評估上，分別以自動化與人工兩種評估法進行書目資 料準確性測試，之後再跟原始出版品比對，以瞭解人工與自動化評估的高下。研究結果顯示， 人工評估法的準確性得分較高，自動化評估法還需要納入更多能反映書目資料特質的評估規 則，始能提高準確性。在兩組書目資料的測試中，單一分欄資料準確性的評估，都比整體書目 記錄評估的表現要好。本研究之貢獻在於增進對書目資料準確度標準評估法的探討，並說明了 資料準確性在引文比對過程中的重大影響。
This study investigates automated data accuracy assessment as described in data quality literature for its suitability to assess bibliographic data. The data samples comprise the publications of two Nobel Prize winners in the field of Chemistry for a 10-year-publication period retrieved from the two bibliometric data sources, Web of Science and Scopus. The bibliographic records are assessed against the original publication (gold standard) and an automatic assessment method is compared to a manual one. The results show that the manual assessment method reflects truer accuracy scores. The automated assessment method would need to be extended by additional rules that reflect specific characteristics of bibliographic data. Both data sources had higher accuracy scores per field than accumulated per record. This study contributes to the research on finding a standardized assessment method of bibliographic data accuracy as well as defining the impact of data accuracy on the citation matching process.
期刊論文
1.Archambault, É.、Campbell, D.、Gingras, Y.、Larivière, V.(2009)。Comparing bibliometric statistics obtained from the Web of Science and Scopus。Journal of the American Society for Information Science and Technology，60(7)，1320-1326。  new window
2.Batini, C.、Cabitza, F.、Cappiello, C.、Francalanci, C.(2008)。A comprehensive data quality methodology for web and structured data。International Journal of Innovative Computing and Applications，1(3)，205-218。  new window
3.Batini, C.、Cappiello, C.、Francalanci, C.、Maurino, A.(2009)。Methodologies for data quality assessment and improvement。ACM Computing Surveys，41(3)，1-16。  new window
4.Bovee, M.、Srivastava, R. P.、Mak, Brenda(2003)。A conceptual framework and belief-function approach to assessing overall information quality。International Journal of Intelligent Systems，18(1)，51-74。  new window
5.Buchanan, R. A.(2006)。Accuracy of cited references: The role of citation databases。College and Research Libraries，67(4)，292-303。  new window
6.Even, A.、Shankaranarayanan, G.(2007)。Utility-driven assessment of data quality。SIGMIS Database，38(2)，75-93。  new window
7.García-Pérez, M. A.(2010)。Accuracy and completeness of publication and citation records in the Web of Science, PsycINFO, and Google Scholar: A case study for the computation of h-indices in psychology。Journal of the American Society for Information Science and Technology，61(10)，2070-2085。  new window
8.Gingras, Y.、Wallace, M.(2010)。Why it has become more difficult to predict Nobel Prize winners: A bibliometric analysis of nominees and winners of the chemistry and physics prizes。Scientometrics，82(2)，401-412。  new window
9.Hood, W. W.、Wilson, C. S.(2003)。Informetric studies using databases: Opportunities and challenges。Scientometrics，58(3)，587-608。  new window
10.Jacsó, P.(2008)。The plausibility of computing the h-index of scholarly productivity and impactusing reference-enhanced databases。Online Information Review，32(2)，266-283。  new window
11.Neuhaus, C.、Daniel, H.-D.(2008)。Data sources for performing citation analysis: An overview。Journal of Documentation，64(2)，193-210。  new window
12.Scannapieco, M.、Virgillito, A.、Marchetti, C.、Mecella, M.、Baldoni, R.(2004)。The DaQuinCIS architecture: A platform for exchanging and improving data quality in cooperative information systems。Information Systems，29(7)，551-582。  new window
13.Lee, Yang W.、Strong, Diane M.、Kahn, Beverly K.、Wang, Richard Y.(2002)。AIMQ: A methodology for information quality assessment。Information & Management，40(2)，133-146。  new window
14.Pipino, L. L.、Lee, Y. W.、Wang, R. Y.(2002)。Data quality assessment。Communications of the Association for Computing Machinery，45(4)，211-218。  new window
15.Wallin, J. A.(2005)。Bibliometric methods: Pitfalls and possibilities。Basic and Clinical Pharmacology and Toxicology，97(5)，261-275。  new window
16.Wand, Yair、Wang, Richard(1996)。Anchoring data quality dimensions in ontological foundations。Communications of the ACM，39(11)，86-95。  new window
17.Levenshtein, V. I.(1966)。Binary codes capable of correcting deletions, insertions and reversals。Soviet Physics Doklady，10(8)，707-710。  new window
18.Wang, Richard Y.、Strong, Diane M.(1996)。Beyond Accuracy: What Data Quality Means to Data Consumers。Journal of Management Information Systems，12(4)，5-34。  new window
19.Wang, R. Y.(1998)。A Product Perspective on Total Data Quality Management。Communications of the ACM，41(2)，58-65。  new window
20.Moed, H. F.、Vriens, M.(1989)。Possible Inaccuracies Occurring in Citation Analysis。Journal of Information Science，15(2)，95-107。  new window
21.Meho, L. I.、Yang, K.(2007)。Impact of data sources on citation counts and rankings of LIS faculty: Web of Science Versus Scopus and Google Scholar。Journal of the American Society for Information Science & Technology，58(13)，2105-2125。  new window
會議論文
1.Hildebrandt, A. L.、Larsen, B.(200809)。Reference and citation errors: A study of three law journals。The 13th Nordic Workshop on Bibliometrics and Research Policy。Tampere, Finland。  new window
2.Larsen, B.、Hytteballe Ibanez, K.、Bolling, P.(200709)。Error rates and error types for the Web of Science algorithm for automatic identification of citations。The 12th Nordic Workshop on Bibliometrics and Research Policy。Copenhagen, Denmark。  new window
3.Olensky, M.(2012)。How is bibliographic data accuracy assessed。The 17th International Conference on Science and Technology Indicators。Montreal, Canada。628-639。  new window
4.Schmidt, M.(2012)。Development and evaluation of a match key for linking references to cited articles。The 17th International Conference on Science and Technology Indicators。Montreal, Canada。707-718。  new window
5.Su, Y.、Jin, Z.(2004)。A methodology for information quality assessment in the designing and manufacturing processes of mechanical products。The Ninth International Conference on Information Quality。Cambridge, MA。447-465。  new window
6.Tunger, D.、Haustein, S.、Ruppert, L.、Luca, G.、Unterhalt, S.(2010)。"The Delphic Oracle": An analysis of potential error sources in bibliographic databases。The 11th International Conference on Science and Technology Indicators。Leiden, Netherlands。282-283。  new window
學位論文
1.Olensky, M.(2014)。Data accuracy in bibliometric data sources and its impact on bibliometric data sources(博士論文)。Humboldt-Universität zu Berlin，Berlin, Germany。  new window
圖書
1.Moed, H. F.(2005)。Citation analysis in research evaluation。Springer。  new window
2.Batini, C.、Scannapieco, M.(2006)。Data quality: Concepts, methodologies and techniques。Berlin, Germany：Springer。  new window
3.(2013)。Oxford English Dictionary: Online Version。  new window
4.Jarke, M.、Lenzerini, M.、Vassiliou, Y.、Vassiliadis, P.(2003)。Fundamentals of data warehouses。Berlin, Germany：Springer。  new window
5.Lee, Y. W.、Pipino, L. L.、Funk, J. D.、Wang, R. Y.(2006)。Journey to data quality。Cambridge, MA：MIT Press。  new window
6.Loshin, D.(2001)。Enterprise knowledge management: The data quality approach。San Diego, CA：Morgan Kaufmann。  new window
7.Maydanchik, A.(2007)。Data quality assessment。Bradley Beach, NJ：Technics Publications。  new window
8.Redman, T. C.(1996)。Data Quality for the Information Age(Artech House computer science library)。Boston, MA：Artech House。  new window
其他
1.Harzing, A.-W.(2008)。Google Scholar- A new data source for citation analysis，http://www.harzing.com/pop_gs.htm。  new window
2.International Organization for Standardization(2005)。Quality management systems - Fundamentals and vocabulary(ISO 9000)。，Geneva, Switzerland：International Organization for Standardization。  new window
圖書論文
1.Naumann, F.(2002)。Quality-driven query answering for integrated information systems。Lecture notes in computer science。Berlin, Germany：Springer。  new window
2.Winkler, W. E.(1995)。Matching and record linkage。Business Survey Methods。New York, NY：Wiley。  new window
 
 
 
 
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