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1 JIYUGAOKA SANNO College Bulletin no. A Text Mining Analysis of Emotional Phrases and their Contexts in Essays on Job Searching Experience at JIYUGAOKA SANNO College Mika Takeuchi Yuhiko Toyoda Chizuru Ishimine

2 occupation job E.H.Erikson JIYUGAOKA SANNO College Bulletin no.

3 JIYUGAOKA SANNO College Bulletin no. / Super, D.E.,,,

4 - JIYUGAOKA SANNO College Bulletin no.

5 JIYUGAOKA SANNO College Bulletin no. SE Zunker Sharf computerassisted career guidance systems American College Testing Program DIS- COVER ACT, Inc. System of Interactive Guidance and Information SIGI Katz,, VALPAR International, SIGI DISCOVER Brake DISCOVER DISCOVER Bleier DIS- COVER GPA National Career Development Association Sharf O NET Occupational Information online

6 JIYUGAOKA SANNO College Bulletin no. Zunker ID IBM-SPSS Text Analytics for Surveys ver..

7 JIYUGAOKA SANNO College Bulletin no. Word Miner III - --

8 JIYUGAOKA SANNO College Bulletin no. - III

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10 JIYUGAOKA SANNO College Bulletin no.

11 JIYUGAOKA SANNO College Bulletin no....

12 ..... JIYUGAOKA SANNO College Bulletin no.

13 JIYUGAOKA SANNO College Bulletin no......

14 III Fig. Fig. Fig. JIYUGAOKA SANNO College Bulletin no.

15 JIYUGAOKA SANNO College Bulletin no.

16 JIYUGAOKA SANNO College Bulletin no く事態も懸念される そのようなミスは厳に を感じ 自分自身の不充分な取り組み姿勢に 回避しなければならない 不満を感じているという内容であることを確 Fig.2では 不安 や 不満 のカテゴリ 認した 特にここで語られるキーワードは キャリア支援センターを拠点とした 学生自身が取り組みの過程で不充分な自分を 活動準備と探索行動 につながっている こ 知り たとえばキャリア支援センター 機 のような時は 就職活動体験記録 原文を検 関 職員 を頼って行くという流れを表して 索し 読み直すことが重要である そうする いると確認できた が 2 ことで 抽出される語の間のつながりや流れ 5 議論と考察 頻出する感情体験語と が確認できる 原文に照会すればFig.2が 周辺文脈の検討 キャリア支援センターの対応に不安や不満 5 1 感情体験関連語を含む段落を確認する を感じている図解である などと読み取るの が大きな誤りであることがわかる ネガティヴ段落に含まれる出現率の高い感 今回も原文サンプルの再検索を行い 文脈 情関連語に対応する言葉を解析し図解に展開 的な意味の確認を行った この手続きによっ してみると Fig.2のようにそれが生起しや て ネガティヴ カテゴリとは 学生が自分 すい場面や主題が見えて来ることがわかる の置かれている状況 活動開始の時期に不安 もちろん類型化は断片的に抽出される言葉を 70

17 JIYUGAOKA SANNO College Bulletin no.

18 JIYUGAOKA SANNO College Bulletin no. c DISCOVER for Windows ACT, Inc., Iowa City, IA Author Erikson, E.H.,. Identity Youth and

19 JIYUGAOKA SANNO College Bulletin no. Crisis, W. W. Norton Company, New York. Bleier, J.K. The impact of career counseling plus DISCOVER internet version on the academic achievement of high school sophomores at risk for dropping out of school. Dissertation Abstructs International Section B The Sciences and Engineering, / - B,.. Brake, R.G., The effects of DISCOVER career guidance software on career decisionmaking self-efficacy of adolescents in foster care. Dissertation Abstructs International Section B, / -B,.. Katz, M.R. SIGI A computer-based system of interactive guidance and information.. Princeton, NJ Educational Testing Service. Sharf, R.S. Theories in Combination Computerized Guidance Systems InternetChapter of Applying Career Development Theory to Counseling. th Edition,. Brooks/Cole, CA. USA Super,D.E. A life-span, life-space approach to career development. In D.Brown L.Brook Eds., Career choice and development Applying contemporary theories to practice..san Francisco Jossey- Bass. Pp. -. VALPAR International SIGI. Computer Program. Tuscon, AZ Author... Zunker, Vernon G., Technology in the millennium. From Career Counseling A Holistic Approach,. Thomson Brooks/Cole, Thomson Corporation, CA, USA

1. はじめに 1. 1 大学における社会的 職業的自立に関する指導の必要性 キャリアガイダンスのツールとしての 就職活動体験記録 の意義

1. はじめに 1. 1 大学における社会的 職業的自立に関する指導の必要性 キャリアガイダンスのツールとしての 就職活動体験記録 の意義 研究ノート JIYUGAOKA SANNO College Bulletin no.45 2012 テキストマイニング手法による 就職活動体験記 に対する学生の所感分析 A Text Mining Analysis of Students Comments on Job-Search Experiences of Senior Students Chizuru Ishimine Yuhiko Toyoda

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