Title:
DATA MONITORING APPARATUS, DATA MONITORING METHOD, AND DATA MONITORING PROGRAM
Document Type and Number:
Japanese Patent JP2018191217
Kind Code:
A
Abstract:
PROBLEM TO BE SOLVED: To provide a data monitoring apparatus, a data monitoring method, and a data monitoring program which are easy to grasp how to cope with the case where numerical data indicates an outlier.SOLUTION: A data monitoring apparatus 10 includes: an acquiring unit 11 that acquires periodically recorded numerical data; a detection unit 12 for detecting an outlier of the numerical data; an extraction unit 13 for extracting numerical data obtained in the past, which is similar to transition of numerical data when the outlier is detected by the detection unit 12; and a prediction unit 14 that predicts future transition of the numerical data on the basis of the numerical data extracted by the extraction unit 13.SELECTED DRAWING: Figure 2
Inventors:
SHIRAI KENRYO
Application Number:
JP2017093887A
Publication Date:
November 29, 2018
Filing Date:
May 10, 2017
Export Citation:
Assignee:
SOFTBANK CORP
International Classes:
H04L69/40; H04B17/309
Domestic Patent References:
| JP2014138271A | 2014-07-28 | |||
| JP2016208516A | 2016-12-08 | |||
| JP2017022593A | 2017-01-26 | |||
| JPH09231366A | 1997-09-05 |
Foreign References:
| US20020123865A1 | 2002-09-05 |
Other References:
尾花 弘章、ほか: "脳波の周波数解析に基づく力覚タスクの分類", 電気学会研究会資料, JPN6019010070, 18 March 2013 (2013-03-18), JP, pages 19 - 24, ISSN: 0004002640
尾花 弘章、ほか: "脳波の周波数解析に基づく力覚タスクの分類", 電気学会研究会資料, JPN6019026257, 18 March 2013 (2013-03-18), JP, pages 19 - 24, ISSN: 0004072362
吉澤 亜耶、ほか: "特集 ビッグデータの利活用 異常検知技術の概要と応用動向について", ＩＮＴＥＣ ＴＥＣＨＮＩＣＡＬ ＪＯＵＲＮＡＬ ２０１６．９ 第１７号, JPN6019026258, 30 September 2016 (2016-09-30), pages 42 - 47, ISSN: 0004072363
MARKUS M. BREUNIG, ET AL.: ""LOF: identifying density-based local outliers"", PROCEEDINGS OF THE 2000 ACM SIGMOD INTERNATIONAL CONFERENCE ON MANAGEMENT OF DATA, JPN7019002187, 15 May 2000 (2000-05-15), pages 93 - 104, XP055226141, ISSN: 0004072364, DOI: 10.1145/342009.335388
高瀬 翔、ほか: "近似頻度計測手法を用いた大規模データからの関係獲得", 情報処理学会 研究報告 自然言語処理（ＮＬ） ２０１４−ＮＬ−２１７ ［ＯＮＬＩＮＥ］, JPN6019026259, 4 July 2014 (2014-07-04), JP, ISSN: 0004072365
尾花 弘章、ほか: "脳波の周波数解析に基づく力覚タスクの分類", 電気学会研究会資料, JPN6019026257, 18 March 2013 (2013-03-18), JP, pages 19 - 24, ISSN: 0004072362
吉澤 亜耶、ほか: "特集 ビッグデータの利活用 異常検知技術の概要と応用動向について", ＩＮＴＥＣ ＴＥＣＨＮＩＣＡＬ ＪＯＵＲＮＡＬ ２０１６．９ 第１７号, JPN6019026258, 30 September 2016 (2016-09-30), pages 42 - 47, ISSN: 0004072363
MARKUS M. BREUNIG, ET AL.: ""LOF: identifying density-based local outliers"", PROCEEDINGS OF THE 2000 ACM SIGMOD INTERNATIONAL CONFERENCE ON MANAGEMENT OF DATA, JPN7019002187, 15 May 2000 (2000-05-15), pages 93 - 104, XP055226141, ISSN: 0004072364, DOI: 10.1145/342009.335388
高瀬 翔、ほか: "近似頻度計測手法を用いた大規模データからの関係獲得", 情報処理学会 研究報告 自然言語処理（ＮＬ） ２０１４−ＮＬ−２１７ ［ＯＮＬＩＮＥ］, JPN6019026259, 4 July 2014 (2014-07-04), JP, ISSN: 0004072365
Attorney, Agent or Firm:
Yoshiyuki Inaba
Toshifumi Onuki
Akihiko Eguchi
Kazuhiko Naito
Toshifumi Onuki
Akihiko Eguchi
Kazuhiko Naito