PDF(芳賀) - 法政大学 情報メディア教育研究センター

予習実施率100%を
目指した授業実践
ーシステム概要と結果編ー
情報メディア教育研究センター
芳賀 瑛
[email protected]
© Copyright Hosei University
システム概要
Link to Video
& PDF
Streaming
Server
HOSEI CMS
“ Étude ”
1
© Copyright Hosei University
システム概要
PHP & FLV Playback
Streaming
Server
HOSEI CMS
“ Étude ”
2
© Copyright Hosei University
システム概要
Adobe Media Server 5.0 (Free)
Using
access log, application log
& action script(server side )
3
Streaming
Server
HOSEI CMS
“ Étude ”
© Copyright Hosei University
視聴情報分析(個人カルテ)
13B5015
1session = CONNECT~DISCONNECT
Viewing time
=1session ー (total of PAUSE~UNPAUSE)+ (total of SEEK)
4
no
631
638
639
646
714
ip
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
class
A3636
A3636
A3636
A3636
A3636
status
login
login
login
login
login
729
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
login
browser
date
ono
イベント名
pleWebKit/537.51.2 (KHTML, like Gecko) Version/7.0 Mobile/11D201 Safar
bKit/537.36 (KHTML, like Gecko) Chrome/37.0.2062.124 Safari/537.36
bKit/537.36 (KHTML, like Gecko) Chrome/37.0.2062.124 Safari/537.36
bKit/537.36 (KHTML, like Gecko) Chrome/37.0.2062.124 Safari/537.36
ble; MSIE 9.0; Windows NT 6.0; Trident/5.0)
submit
日付
2014-09-29
2014-09-29
2014-09-29
2014-09-29
2014-09-29
時刻
視聴ファイル
22:13:01
22:47:42
22:52:56
23:07:34
09:13:44
c-ip
c-client-id
x-spos
c-spos
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
10:17:48
10:17:48
10:17:49
10:17:49
10:17:49
10:17:49
10:17:51
10:30:28
10:30:28
10:30:28
10:30:29
10:30:51
10:30:53
10:30:53
10:30:53
10:30:53
10:30:54
10:30:54
10:30:54
10:30:55
10:30:56
10:30:56
10:30:56
10:30:56
10:30:57
10:31:02
10:31:02
10:31:02
10:31:02
10:31:02
10:31:03
10:32:10
10:32:12
10:32:12
10:32:13
10:34:59
10:34:48
10:34:59
127.0.0.1
127.0.0.1
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
0
5038
0
0
0
756022
717673
717673
717673
746746
746746
746746
704799
704799
711692
667922
667922
670603
671329
672104
689993
689993
696696
702924
702924
702924
702924
687418
687418
756022
433970
433970
433970
606606
755000
727000
729000
668000
669000
690000
695000
695000
695000
-
127.0.0.1
127.0.0.1
4702111234693087599
13:30
ble; MSIE 9.0; Windows 2014/9/30 10:17
3414
3416
3418
3420
3422
3424
3426
3560
3562
3564
3566
3568
3570
3572
3574
3576
3578
3580
3582
3584
3586
3588
3590
3592
3594
3596
3598
3600
3602
3604
3606
3608
3610
3612
3614
3616
connect-pending
connect
play
stop
play
stop
play
client-pause
play
seek
unpause
client-unpause
client-pause
pause
seek
unpause
pause
seek
unpause
client-unpause
client-pause
pause
seek
unpause
client-unpause
client-pause
client-unpause
client-pause
pause
seek
unpause
stop
play
seek
unpause
stop
3618
disconnect
submit
deadline
deadline
2014-09-30
download
download
2014-10-07 00:52:50
© Copyright Hosei University
視聴情報分析(個人カルテ)
13B5015
5
no
631
638
639
646
714
ip
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
class
A3636
A3636
A3636
A3636
A3636
status
login
login
login
login
login
729
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
126.68.114.202
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
A3636
login
browser
date
ono
イベント名
pleWebKit/537.51.2 (KHTML, like Gecko) Version/7.0 Mobile/11D201 Safar
bKit/537.36 (KHTML, like Gecko) Chrome/37.0.2062.124 Safari/537.36
bKit/537.36 (KHTML, like Gecko) Chrome/37.0.2062.124 Safari/537.36
bKit/537.36 (KHTML, like Gecko) Chrome/37.0.2062.124 Safari/537.36
ble; MSIE 9.0; Windows NT 6.0; Trident/5.0)
submit
日付
2014-09-29
2014-09-29
2014-09-29
2014-09-29
2014-09-29
時刻
視聴ファイル
22:13:01
22:47:42
22:52:56
23:07:34
09:13:44
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
2014-09-30
10:17:48
10:17:48
10:17:49
10:17:49
10:17:49
10:17:49
10:17:51
10:30:28
10:30:28
10:30:28
10:30:29
10:30:51
10:30:53
10:30:53
10:30:53
10:30:53
10:30:54
10:30:54
10:30:54
10:30:55
10:30:56
10:30:56
10:30:56
10:30:56
10:30:57
10:31:02
10:31:02
10:31:02
10:31:02
10:31:02
10:31:03
10:32:10
10:32:12
10:32:12
10:32:13
10:34:59
10:34:48
10:34:59
13:30
c-ip
c-client-id
x-spos
c-spos
0
5038
0
0
0
756022
717673
717673
717673
746746
746746
746746
704799
704799
711692
667922
667922
670603
671329
672104
689993
689993
696696
702924
702924
702924
702924
687418
687418
756022
433970
433970
433970
606606
755000
727000
729000
668000
669000
690000
695000
695000
695000
-
Client_ID
ble; MSIE 9.0; Windows 2014/9/30 10:17
3414
3416
3418
3420
3422
3424
3426
3560
3562
3564
3566
3568
3570
3572
3574
3576
3578
3580
3582
3584
3586
3588
3590
3592
3594
3596
3598
3600
3602
3604
3606
3608
3610
3612
3614
3616
connect-pending
connect
play
stop
play
stop
play
client-pause
play
seek
unpause
client-unpause
client-pause
pause
seek
unpause
pause
seek
unpause
client-unpause
client-pause
pause
seek
unpause
client-unpause
client-pause
client-unpause
client-pause
pause
seek
unpause
stop
play
seek
unpause
stop
3618
disconnect
submit
deadline
deadline
2014-09-30
download
download
2014-10-07 00:52:50
127.0.0.1
127.0.0.1
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
2-3
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
127.0.0.1
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
4702111234693087599
127.0.0.1
127.0.0.1
4702111234693087599
© Copyright Hosei University
課題提出率
総履修者数:68名
履修放棄者:3名
実験参加者数:65名
110.0
← Video →
←
PDF
→
100.0
90.0
80.0
70.0
60.0
50.0
40.0
30.0
20.0
平均課題達成率:92.9 %
受講者の平均未提出課題数:1.1 (全16課題)
A3711
A3712
A3713
A3714
A3715
全体
10.0
0.0
6
© Copyright Hosei University
課題提出率・個人
65人中58人が80%以上の提出率
残り7名程が提出率を下げている
40.0
35.0
30.0
25.0
人 20.0
37.0
15.0
10.0
5.0
0.0
1.0
2.0
2.0
2.0
8.0
13.0
達成%
© Copyright Hosei University
課題提出率・個人
未提出課題: 65人中58人が3個以下
同様に残り6名程が提出率を下げている
40.0
35.0
30.0
25.0
人 20.0
37.0
15.0
10.0
13.0
5.0
0.0
7.0
0
1
2
1.0
2.0
3
4
1.0
1.0
2.0
5
6
7
未提出課題数
0.0
0.0
0.0
1.0
8
9
10
11
© Copyright Hosei University
課題への参照から提出まで
課題の提示から締切までを100とする
受講者はどの地点で課題を参照し、
どの地点で提出を完了するのか?
Check
9
Submit
© Copyright Hosei University
課題への参照から提出まで
57.76%
課題の提示
84.36%
課題の締切
Check
Submit
10
© Copyright Hosei University
課題への参照から提出まで
有効提出数798件の平均値
参照:全体の6割地点
提出完了:全体の8割地点
57.76%
課題の提示
84.36%
課題の締切
Check
Submit
11
© Copyright Hosei University
課題への参照から提出まで
平均値(average)⇒最頻値(mode)
実際の参照位置の内訳
160
137
140
実際には90%地点での参照
(提出間際の参照)が多い
120
100
86
参照数 80
60
70
61
50
41 39
40
45
29 27 32
33
22 23
12 10
20
20 17 20
24
0
0~5%
15~20%
30~35%
45~50%
60~65%
75~80%
90~95%
全体所要時間に占める位置
12
© Copyright Hosei University
課題への参照から提出まで
平均値(average)⇒最頻値(mode)
実際の提出位置の内訳
350
332
300
90%地点での提出が圧倒的
250
200
提出数
161
137
150
9186
70
100
61
50
50
4
0
0~5%
41
8
39
3
9
29 27
17
15~20%
4
32
22
14
30~35%
6
23
1612 10 20
7
6
45~50%
5
17
6
4539
33
31
2014 2524
60~65%
75~80%
90~95%
全体所要時間に占める位置
13
© Copyright Hosei University
課題への参照から提出まで
57.76%
課題の提示
84.36%
95%
課題の締切
Check
Submit
14
© Copyright Hosei University
反転授業実践を通じて
達成出来た事
予習動向についてまとまったデータの取得を達成
一定の学習時間の確保と高い課題提出率の達成
最小の構成で評価環境を構築
達成出来なかった事
教育効果の検証、本授業の評価、
予習教材と本授業との関連性の証明
⇒どのように本授業を評価するのか
達成出来なかったが工夫次第で出来そうな事
教員への予習状況フィードバック機能と働きかけのログ取得
ログ解析の自動化、
ビデオ視聴ログ機能の改良(Action Script Server Side )
プレイヤー等への双方向機能の付加
インタラクティブPDF教材の使用
人数規模の拡大
15
© Copyright Hosei University
Thank you for listening.
16
© Copyright Hosei University