c h ild e s ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · i = indefinite...
TRANSCRIPT
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CHILDESワークショップ
宮田 Susanne
(愛知淑徳大学医療福祉学部)[email protected]
この資料は、英語コーパス学会(JAECS)第28大会(北海道大学 2006/10/7)のワークショップおよび特別講演のために作ったものにもとづきます。感謝を込めて編集したものを公開します。
![Page 2: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/2.jpg)
1. CHILDESの簡単概要2. CLANのセットアップ3. CHAT フォーマットの基礎4. 音声・画像を加える5. CLAN プログラムの基礎 6. MORで形態素解析
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(チャイルズ、CHIld Language Data Exchange System) 非営利: 各種研究費とボランティア活動 -> 使用は無料・一般公開 4500メンバー1984年 Brian MacWhinney & Catherine Snow
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29ヶ国語の発話データ 第一言語獲得データ(英語:1049人のデータ)
・第二言語習得データ ・バイリンガルデータ ・言語障害データ ・手話データ ・story telling データ ・オーディオ・ビデオ付きのデータ
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http://childes.psy.cmu.edu
データ+
解析プログラム+
入力フォーマット
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http://childes.psy.cmu.edu
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基本ルール
• 倫理的使用(インフォームド・コンセント)• アクセス許可レベル(完全公開~完全非公開9レベル)• 参加者に対する尊敬(プライバシー )• データ提供者に対する尊敬• 引用義務(データ、フォーマット、プログラム使用の際)• データ提供(データベースに貢献する) •
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http://childes.psy.cmu.edu
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1. CHILDESの簡単概要2. CLANのセットアップ3. CHAT フォーマットの基礎4. 音声・画像を加える5. CLAN プログラムの基礎6. MORで形態素解析
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http://childes.psy.cmu.edu
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http://childes.psy.cmu.edu
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オンライン
ダウンロード
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zipファイルとしてダウンロード
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コーパスの基礎情報
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ISBN番号
書籍のように引用Miyata, S. (2004) Japanese - Miyata - Tai Corpus. Pittsburgh:Talkbank. ISBN 1-59642-057-X
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CHILDES└ CLAN│ ├ CLAN.exe│ └ lib │ ├ ...├ MOR│ ├ english│ ├ JMOR03│└ work └ hokkaido.cha
ダウンロードしたCLANフォルダー
CLANプログラム
C:¥
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CHILDES└ CLAN│ ├ CLAN.exe│ └ lib │ ├ ...├ MOR│ ├ english│ ├ JMOR03│└ work └ hokkaido.cha
形態素解析用のフォルダー言語別にダウンロード
C:¥
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CHILDES└ CLAN│ ├ CLAN.exe│ └ lib │ ├ ...├ MOR│ ├ english│ ├ JMOR03│└ work └ hokkaido.cha
データファイルのフォルダー
C:¥
![Page 24: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/24.jpg)
1. CHILDESの簡単概要2. CLANのセットアップ3. CHAT フォーマットの基礎4. 音声・画像を加える5. CLAN プログラムの基礎6. MORで形態素解析
![Page 25: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/25.jpg)
データファイル .cha
コマンドボックス
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@ 基本情報 * 発話% その発話に関する情報
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@ 基本情報@Begin@Languages: ja@Participants: CHI Kentakun Child, MOT Mother, INV Investigator@ID: ja|sample|CHI|2;6.12|male|||Child||@Comment: overall time 75'00"
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* 発話*MOT: moo tsunagenai . *CHI: iya da .
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* 発話*MOT: moo tsunagenai . *CHI: iya da .
3文字発話者コード
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% その発話に関する情報
*MOT: moo tsunagenai . %ort: もうつなげない。*CHI: iya da .%ort: 嫌だ。%com: 泣き出す
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@Begin@Languages: en, ja@Participants: TEA Teacher, STU Student@ID: ja|sample|STU|18;.|female|||Student||*TEA: ok let’s speak English from now on.%act: sits down*STU: iya da .%ort: いやだ。*STU: that is a book.*STU: this is the table. @End
Chapter4
hokkaido.cha(サンプルファイル)
入力フォーマット
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@Begin@Languages: en, ja@Participants: TEA Teacher, STU Student@ID: ja|sample|STU|18;.|female|||Student||
*TEA: ok let’s speak English from now on.%act: sits down*STU: iya da.%ort: いやだ。*STU: that is a book.*STU: this is the table. @End
Chapter 5
とりあえずCLANを走らせよう
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コマノドボックスを開く: ctrl+D⌘+D
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作業フォールダを設定
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C:¥CHILDES └ CLAN │ ├ CLAN.exe │ └ lib │ ├ ... ├ MOR │ ├ ... └ work └ hokkaido.cha
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作業フォールダを設定
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作業フォールダが設定されているかを確認
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コマンドを選ぶ
ewelchen Command
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分析するファイルを選ぶ
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分析するファイルを選ぶ
ファイルをダブルクリック
フィルター
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分析するファイルを選ぶ
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コマンドを打つ
File in
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FREQ
タイプトークン
TTR
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コマンドの構造
FREQ +t*CHI hokkaido.chaFREQ +t*TEA @KWAL +s”this” @KWAL +s”this” +t*STU @
コマンド ファイル名
FREQuency 頻度計算・単語一覧
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コマンドの構造
FREQ +t*STU hokkaido.chaFREQ +t*TEA @KWAL +s”this” @KWAL +s”this” +t*STU @
コマンド オプション ファイル名
+t この行を対象に (turn)
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コマンドの構造
FREQ +t*CHI hokkaido.chaFREQ +t*TEA @KWAL +s”this” @KWAL +s”this” +t*STU @
コマンド オプション ファイル名
+s これを探せ(search) KeyWord And Line ある単語を含む発話の一覧
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コマンドの構造
FREQ +t*CHI hokkaido.chaFREQ +t*TEA @KWAL +s”this” @KWAL +s”this” +t*STU @ ... ...
コマンド オプション ファイル名
+s +t ....
![Page 48: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/48.jpg)
1. CHILDESの簡単概要2. CLANのセットアップ3. CHAT フォーマットの基礎4. 音声・画像を加える5. CLAN プログラムの基礎6. MORで形態素解析
![Page 49: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/49.jpg)
音声・画像の再生と作成
![Page 50: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/50.jpg)
Chapter.10+11
![Page 51: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/51.jpg)
1. CHILDESの簡単概要2. CLANのセットアップ3. CHAT フォーマットの基礎4. 音声・画像を加える5. CLAN プログラムの基礎6. MORで形態素解析
![Page 52: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/52.jpg)
検索の基礎
FREQ +t*CHI +o hokkaido.chaFREQ +s”this” @FREQ +s”th*” @ FREQ +s”th*” +d @
コマンド +o 頻度順
FREQuency 頻度計算・単語一覧
ファイル名
![Page 53: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/53.jpg)
検索の基礎
FREQ +t*CHI +o hokkaido.chaFREQ +s”this” @FREQ +s”th*” @ FREQ +s”th*” +d @
+o 頻度順
FREQuency 頻度計算・単語一覧
* ワイルドカード
![Page 54: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/54.jpg)
検索の基礎
FREQ +t*CHI +o hokkaido.chaFREQ +s”this” @FREQ +s”th*” @ FREQ +s”th*” +d @
+o 頻度順
FREQuency 頻度計算・単語一覧
* ワイルドカード
+d 行番号
その番号にトリプルクリックすると、ファイルが開いてその行まで飛ぶ
![Page 55: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/55.jpg)
検索の基礎
FREQ +t*CHI +o hokkaido.chaFREQ +s”this” @FREQ +s”th*” @ FREQ +s”th*” +d @
+o 頻度順
FREQuency 頻度計算・単語一覧
* ワイルドカード
+d 行番号
Chapter 8
![Page 56: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/56.jpg)
検索の基礎
KWAL +t*CHI +s”this” @KWAL +t*CHI +s”this” +d2 @KWAL -w2 +w2 @
KeyWord And Line 特定単語を含む発話の一覧
![Page 57: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/57.jpg)
検索の基礎
KWAL +t*CHI +s”this” @KWAL +t*CHI +s”this” +d2 @KWAL -w2 +w2 @
KeyWord And Line 特定単語を含む発話の一覧
+d2 発話のみ
![Page 58: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/58.jpg)
検索の基礎
KWAL +t*CHI +s”this” @KWAL +t*CHI +s”this” +d2 @KWAL -w2 +w2 @
+w ウインドー
ウインドーで前後の発話を表示できる
KeyWord And Line 特定単語を含む発話の一覧
+d2 発話のみ
![Page 59: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/59.jpg)
検索の基礎
KWAL +t*CHI +s”this” @KWAL +t*CHI +s”this” +d2 @KWAL -w2 +w2 @
+w ウインドー
KeyWord And Line 特定単語を含む発話の一覧
+d2 発話のみ
Chapter 9
![Page 60: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/60.jpg)
MLU -t%mor @MLU -t%mor +d1 @
-t 形態素行%morを無視
MLU 平均発話長 で発話数・単語数検索の基礎
...無視というか、%morが付いていないから強制的に発話行を対象にする
![Page 61: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/61.jpg)
発話数
単語数
発話者
![Page 62: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/62.jpg)
MLU -t%mor @
MLU -t%mor +d1 @
-t 形態素行%morを無視
MLU 平均発話長 で発話数・単語数
+d1 数字のみ
検索の基礎
![Page 63: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/63.jpg)
発話者: 発話数 単語数 平均発話長
![Page 64: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/64.jpg)
MLU -t%mor @
MLU -t%mor +d1 @
-t 形態素行%morを無視
MLU 平均発話長 で発話数・単語数
+d1 数字のみ
検索の基礎
Chapter 7
![Page 65: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/65.jpg)
検索の基礎
COMBO +s”this”^”is” @
COMBO +s”this”^*^”a” @
COMBO combination 単語の組み合わせを探す
+s ^ 組み合わせ
![Page 66: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/66.jpg)
検索の基礎
COMBO +s”this”^”is” @
COMBO +s”this”^*^”a” @ * ウアイルドカード
COMBO combination 単語の組み合わせを探す
+s ^ 組み合わせ
![Page 67: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/67.jpg)
CLANで解析
FREQ frequency +s“word” +s”word*”KWAL keyword and line COMBO combination of keywords +s“word”^“word” WDLEN word length in letters, morphemes & wordsPHONFREQ phonetic frequencyMLU (TTR) mean length of utterance & type/token ratioVOCD vocabulary diversityDSS developmental sentence scoreDATES birthday / date / age +b1-JAN-2000MOR morphological analysis
![Page 68: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/68.jpg)
FREQ
タイプトークン
TTR
![Page 69: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/69.jpg)
CLANで解析
FREQ frequency +s“word” +s”word*”KWAL keyword and line COMBO combination of keywords +s“word”^“word” WDLEN word length in letters, morphemes & wordsPHONFREQ phonetic frequencyMLU (TTR) mean length of utterance & type/token ratioVOCD vocabulary diversityDSS developmental sentence scoreDATES birthday / date / age +b1-JAN-2000MOR morphological analysis
![Page 70: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/70.jpg)
FREQ +s”kore”
![Page 71: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/71.jpg)
CLANで解析
FREQ frequency +s“word” +s”word*”KWAL keyword and line COMBO combination of keywords +s“word”^“word” WDLEN word length in letters, morphemes & wordsPHONFREQ phonetic frequencyMLU (TTR) mean length of utterance & type/token ratioVOCD vocabulary diversityDSS developmental sentence scoreDATES birthday / date / age +b1-JAN-2000MOR morphological analysis
![Page 72: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/72.jpg)
FREQ +s”ko*”FREQ +s”ko*”
ko... (ワイルドカード)
![Page 73: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/73.jpg)
CLANで解析
FREQ frequency +s“word” +s”word*”KWAL keyword and line COMBO combination of keywords +s“word”^“word” WDLEN word length in letters, morphemes & wordsPHONFREQ phonetic frequencyMLU (TTR) mean length of utterance & type/token ratioVOCD vocabulary diversityDSS developmental sentence scoreDATES birthday / date / age +b1-JAN-2000MOR morphological analysis
![Page 74: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/74.jpg)
音声リンク付き
KWAL +s”kore”
![Page 75: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/75.jpg)
CLANで解析
FREQ frequency +s“word” +s”word*”KWAL keyword and line COMBO combination of keywords +s“word”^“word” WDLEN word length in letters, morphemes & wordsPHONFREQ phonetic frequencyMLU (TTR) mean length of utterance & type/token ratioVOCD vocabulary diversityDSS developmental sentence scoreDATES birthday / date / age +b1-JAN-2000MOR morphological analysis
![Page 76: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/76.jpg)
COMBO +s”kore”^*^”da”
![Page 77: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/77.jpg)
CLANで解析
FREQ frequency +s“word” +s”word*”KWAL keyword and line COMBO combination of keywords +s“word”^“word” WDLEN word length in letters, morphemes & wordsPHONFREQ phonetic frequencyMLU (TTR) mean length of utterance & type/token ratioVOCD vocabulary diversityDSS developmental sentence scoreDATES birthday / date / age +b1-JAN-2000MOR morphological analysis
![Page 78: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/78.jpg)
文字数
形態素数
単語数
WDLEN
![Page 79: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/79.jpg)
CLANで解析
FREQ frequency +s“word” +s”word*”KWAL keyword and line COMBO combination of keywords +s“word”^“word” WDLEN word length in letters, morphemes & wordsPHONFREQ phoneme frequencyMLU (TTR) mean length of utterance & type/token ratioVOCD vocabulary diversityDSS developmental sentence scoreDATES birthday / date / age +b1-JAN-2000MOR morphological analysis
![Page 80: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/80.jpg)
PHONFREQ
![Page 81: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/81.jpg)
CLANで解析
FREQ frequency +s“word” +s”word*”KWAL keyword and line COMBO combination of keywords +s“word”^“word” WDLEN word length in letters, morphemes & wordsPHONFREQ phoneme frequencyMLU mean length of utterance VOCD vocabulary diversityDSS developmental sentence scoreDATES birthday / date / age +b1-JAN-2000MOR morphological analysis
![Page 82: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/82.jpg)
発話数
単語数
発話者
![Page 83: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/83.jpg)
CLANで解析
FREQ frequency +s“word” +s”word*”KWAL keyword and line COMBO combination of keywords +s“word”^“word” WDLEN word length in letters, morphemes & wordsPHONFREQ phoneme frequencyMLU mean length of utterance & type/token ratioVOCD vocabulary diversityDSS developmental sentence scoreDATES birthday / date / age +b1-JAN-2000MOR morphological analysis
![Page 84: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/84.jpg)
ランダムな100単語を 50回 解析 VOCD
![Page 85: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/85.jpg)
CLANで解析
FREQ frequency +s“word” +s”word*”KWAL keyword and line COMBO combination of keywords +s“word”^“word” WDLEN word length in letters, morphemes & wordsPHONFREQ phoneme frequencyMLU mean length of utterance & type/token ratioVOCD vocabulary diversityDSS developmental sentence scoreDATES birthday / date / age +b1-JAN-2000MOR morphological analysis
![Page 86: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/86.jpg)
“I like them.”I = Indefinite Pronouns Stage 1 -> 1 pointlike = Main Verb Stage 1 -> 1 pointthem = Indefinite Pronouns Stage 3 -> 3 pointSentence point = adult-like sentence -> 1 point
======= 6 points
total score for 50 sentences: 366 pointsaverage score (366/50) 7.32 points
DSS文法項目を点数化(1~8点)
![Page 87: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/87.jpg)
DSS
![Page 88: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/88.jpg)
CLANで解析
FREQ frequency +s“word” +s”word*”KWAL keyword and line COMBO combination of keywords +s“word”^“word” WDLEN word length in letters, morphemes & wordsPHONFREQ phoneme frequencyMLU mean length of utterance & type/token ratioVOCD vocabulary diversityDSS developmental sentence scoreDATES birthday / date / age +b1-JAN-2000MOR morphological analysis
![Page 89: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/89.jpg)
DATES +b1-JAN-2000 +d7-OCT-2006
![Page 90: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/90.jpg)
CLANで解析
FREQ frequency +s“word” +s”word*”KWAL keyword and line COMBO combination of keywords +s“word”^“word” WDLEN word length in letters, morphemes & wordsPHONFREQ phoneme frequencyMLU mean length of utterance & type/token ratioVOCD vocabulary diversityDSS developmental sentence scoreDATES birthday / date / age +b1-JAN-2000MOR morphological analysisなどなどなどなど
![Page 91: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/91.jpg)
コマンドだけ打ち込む
オプションの概要は...
![Page 92: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/92.jpg)
コマンドの概要
オプションの使い方
![Page 93: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/93.jpg)
1. CHILDESの簡単概要2. CLANのセットアップ3. CHAT フォーマットの基礎4. 音声・画像を加える5. CLAN プログラムの基礎6. MORで形態素解析
![Page 94: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/94.jpg)
品詞|語幹-語尾
n|pen-PL v|speak-3S det|this pro:dem|this
![Page 95: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/95.jpg)
日本語のMOR 英語のMOR ptl:case|ga pro|she 助詞:格|語
v:c|yar-PAST v|want-PAST 動詞:子音|語幹-語尾
n|hannin n|cookie-PL 名詞|語幹
![Page 96: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/96.jpg)
MOR (形態素解析プログラム)
*CHI: she wanted cookies. %mor: pro|she v|want-PAST n|cookie-PL.
*CHI: Makichan ga yatta . %mor: n:prop|Maki-chan ptl:case|ga v:c|yar-PAST .
![Page 97: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/97.jpg)
プログラムデータベース
マニュアル
MORファイル
![Page 98: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/98.jpg)
英語用
日本語用
![Page 99: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/99.jpg)
形態素分析:%mor
英語用
日本語用
![Page 100: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/100.jpg)
自動解析を選択:esc-2
![Page 101: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/101.jpg)
学習機能:POSTを利用
![Page 102: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/102.jpg)
![Page 103: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/103.jpg)
FREQ +t%mor +s”*-3S”
FREQ +t%mor +s”*-PL” @
KWAL +t%mor +s”*-PL”
COMBO +t%mor +s”n|*”^”v|*” ...
+t 形態素で検索
FREQuency 頻度計算・単語一覧
第3人称の-sを探す
(英語の場合)
![Page 104: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/104.jpg)
FREQ +t%mor +s”*-3S”
FREQ +t%mor +s”*-PL”
KWAL +t%mor +s”*-PL”
COMBO +t%mor +s”n|*”^”v|*” ...
+t 形態素で検索
FREQuency 頻度計算・単語一覧
第3人称の-sを探す
複数形の-sを探す
(英語の場合)
![Page 105: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/105.jpg)
FREQ +t%mor +s”*-3S”
FREQ +t%mor +s”*-PL”
KWAL +t%mor +s”*-PL”
+t 形態素で検索
第3人称の-sを探す
複数形の-sを探す
複数形を含む発話の一覧
(英語の場合)
![Page 106: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/106.jpg)
FREQ +t%mor +s”*-3S”
FREQ +t%mor +s”*-PL”
KWAL +t%mor +s”*-PL”
COMBO +t%mor +s”n|*”^”v|*” ...
+t 形態素で検索
三人称の -sを探す
複数形の-sを探す
名詞+動詞の組み合わせ
(英語の場合)
![Page 107: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/107.jpg)
CLANで解析(日本語の場合)
FREQ +t%mor +s“ptl:case|*” 格助詞の一覧表 +s“*-PAST” 動詞&形容詞の過去形KWAL +t%mor +s “v*” 動詞を含む発話の一覧表 COMBO +t%mor +s “ptl:case|*^v*” 格助詞と動詞を両方含む発話などなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなど
![Page 108: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/108.jpg)
CLANで解析
FREQ +t%mor +s“ptl:case|*” 格助詞の一覧表 +s“*-PAST” 動詞&形容詞の過去形KWAL +t%mor +s “v*” 動詞を含む発話の一覧表 COMBO +t%mor +s “ptl:case|*^v*” 格助詞と動詞を両方含む発話などなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなど
![Page 109: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/109.jpg)
CLANで解析
FREQ +t%mor +s“ptl:case|*” 格助詞の一覧表 +s“*-PAST” 動詞&形容詞の過去形KWAL +t%mor +s “v*” 動詞を含む発話の一覧表 COMBO +t%mor +s “ptl:case|*^v*” 格助詞と動詞を両方含む発話などなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなど
![Page 110: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/110.jpg)
CLANで解析
FREQ +t%mor +s“ptl:case|*” 格助詞の一覧表 +s“*-PAST” 動詞&形容詞の過去形KWAL +t%mor +s “v*” 動詞を含む発話の一覧表 COMBO +t%mor +s “ptl:case|*^v*” 格助詞と動詞を両方含む発話などなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなど
![Page 111: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/111.jpg)
CLANで解析
FREQ +t%mor +s“ptl:case|*” 格助詞の一覧表 +s“*-PAST” 動詞&形容詞の過去形KWAL +t%mor +s “v*” 動詞を含む発話の一覧表 COMBO +t%mor +s “ptl:case|*^v*” 格助詞と動詞を両方含む発話などなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなどなど
![Page 112: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/112.jpg)
1. CHILDESの簡単概要2. CLANのセットアップ3. CHAT フォーマットの基礎4. 音声・画像を加える5. CLAN プログラムの基礎6. MORで形態素解析
たいへんお疲れさまでした
![Page 113: C H ILD E S ë « ³ ã ¿ Óchildes.talkbank.org/intro/miyata.pdf · 2017-04-05 · I = Indefinite Pronouns Stage 1 -> 1 point like = Main Verb Stage 1 -> 1 point them= Indefinite](https://reader035.vdocuments.mx/reader035/viewer/2022070907/5f7e35cfd6199a54435baf38/html5/thumbnails/113.jpg)
たいへんお疲れさまでした