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How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary www.pages.ca … /index.html Saul Greenber … d Groupware A rough transcript of the talk accompanying this presentation is visible in the Edit Slides view
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How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

Dec 21, 2015

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Page 1: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails

Shaun KaastenSaul GreenbergChristopher EdwardsUniversity of Calgary

www.pages.ca … /index.htmlSaul Greenber … d Groupware

A rough transcript of the talk accompanying this presentation is visible in the Edit Slides view

Page 2: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

The Message

We can improve our web browsers by quantifying how people recognize previously seen web pages from its thumbnail, title and URL representation

www.pages.ca … /index.htmlSaul Greenber … d Groupware

Page 3: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

Motivation

People revisit pages with surprising frequency

– 60% of all pages were seen before!

All pages

60%

Page 4: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

All pagesMotivation

People revisit pages with surprising frequency

– 40% were seen 6 or fewer pages ago

60%

~40%

Page 5: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

All pagesMotivation

People revisit pages with surprising frequency

– 20% were seen further back

~20%

60%

History Bookmarks

Page 6: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

Recognizing previously seen pages

Back/ForwardClick until recognize

Page 7: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

Recognizing previously seen pages

History / BookmarksRecognize page abstraction in a list

History Bookmarks

Page 8: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

FACTS

Recognizing titles

Page 9: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

Recognizing URLs

Page 10: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

https://dciswp.admin.ucalgary.ca/cgi_bin/ndCGI.exe/zsis_menu?SPIDERSESSION=FF%7cqT%5ddqyTXqApoH%5f%40KzBFJuCrEXVAK%5bFwoE%5dG%5bVK%5f%5b%60fPs%60mpOXFpq%5b%5bdZh%5bDXq%3f%5dcuCy%3fa%40V%7cryRsWgACDLqAy%5bjNh%5bdlq%5bmdQm%7ddqEY%5dw%7efIryVIhbWsUBBnA%5biY%60mNw%5bGwo%5eAPoR%5f%3f%5bqfQCpCtqX%3fQIGFf%5fEDw%5bzHWs%3fMPC%5fb%3fkra%40we%3fRY%3fyPXU%5bm%60s

Recognizing URLs

Page 11: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

Recognizing page thumbnails

MosaicGAyers & Stasko

DataMountainRobertson et al

Page 12: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

Recognizing page thumbnails

Unified HistoryKaasten and Greenberg

WebViewCockburn, Greenberg et al

Page 13: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

Recognition and representation size

Browsers limit representation size

27 characters 28 characters

Page 14: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

Recognition and representation size

Title and URL truncation

Titles URLs

Right University of Calgary -- C...http://www.cpsc.ucalgary.c...

Middle University of...nce Home Page http://www.cp...plab/software

Left ...omputer Science Home Page ....gary.ca/grouplab/software

Page 15: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

Recognition and representation size

Browsers limit representation size

Page 16: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

Experiment

How well do people recognize previously seen pages from different sizes of its title, URL or thumbnail?

Step 1:collect actual pages a subject visited before the study

Page 17: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

Experiment

Step 2: find threshold where they can just recognize:– web site– exact page

wwwww.www.cpwww.cpscwww.cpsc.uwww.cpsc.ucawww.cpsc.ucalgwww.cpsc.ucalgarwww.cpsc.ucalgary.www.cpsc.ucalgary.cawww.cpsc.ucalgary.ca/~swww.cpsc.ucalgary.ca/~sauwww.cpsc.ucalgary.ca/~saul/www.cpsc.ucalgary.ca/~saul/inwww.cpsc.ucalgary.ca/~saul/indewww.cpsc.ucalgary.ca/~saul/index.hwww.cpsc.ucalgary.ca/~saul/index.htmwww.cpsc.ucalgary.ca/~saul/index.html

S…e Sa…ge Sau…age Saul…Page Saul … Page Saul G…e PageSaul Gr…me Page Saul Gre…ome Page Saul Green…Home Page Saul Greenb… Home Page Saul Greenbe…– Home Page Saul Greenber… – Home PageSaul Greenberg…r – Home Page Saul Greenberg,…or – Home Page Saul Greenberg, …sor – Home Page Saul Greenberg, P…ssor – Home Page Saul Greenberg, Pr…essor – Home Page Saul Greenberg, Professor – Home Page

Page 18: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

Experiment

Step 3: have them validate their guesses

Page 19: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

Research Question #1

What is the tradeoff between thumbnail recognition vs. image size?

– web site– exact pages

Page 20: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

0%

10%

20%

30%

40%

50%

60%

70%

80%

90%

100%

16 48 80 112 144 176 208 240 272 304size (in pixels)

% o

f a

ll s

ub

jec

ts' a

ns

we

rsWeb site recognition

Exact page recognition

Thumbnails - recognition vs size

Page 21: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

Thumbnails - recognition vs size

32

48

96

160

48

80

144

208

15%

30%

60%

90%

Web site Exact page

This slide skipped during the live presentation

Page 22: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

Research Question #2

What makes thumbnails recognizable?

Page 23: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

Thumbnails – what makes them recognizable?

Web site

Exact page

Page 24: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

Research Question #3

What is the tradeoff between title recognition vs. truncation size?

– web site– exact pages

Page 25: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

Title – web site recognition vs size

Right truncationGrouplab Resear…

Page 26: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

Title – exact page recognition vs size

Middle truncationGrouplab… ome page

Page 27: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

Research Question #4

What is the tradeoff between URL recognition vs. truncation size?

– web site– exact pages

Page 28: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

URL – web site recognition vs size

Right truncationwww.ucalgary.ca/...

Page 29: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

URL – exact page recognition vs size

Left truncation…/thumbnailstudy.html

Page 30: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

Research Question #5

What is size distribution of titles and URLs?

Page 31: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

Title and URL length distribution

Titles

URLs

Page 32: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

Research Question #6

How correct are people’s guesses about thumbnails, titles and URLs?

Page 33: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

Correctness / Error rates of guesses

Web site Exact page

Page 34: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

Summary

Size required for identification

Recognitionrate

Thumbnails Titles

web exact web site exact page

site page right middle left right middle left

Minimal: 15% 322 482 6 8 9 12 12 12

Low: 30% 482 802 8 12 12 18 16 18

Medium: 60% 962 1442 15 20 18 39 30 28

High: 80% 1602 2082 25 42 28 – 46 50

Maximum 92% 90% 92% 87% 93% 75% 83% 80%

Recognitionrate

Urls

web site exact page

right middle left right middle left

Minimal: 15% 8 14 11 15 16 14

Low: 30% 11 20 17 25 22 19

Medium: 60% 16 29 25 43 34 30

High: 80% 34 43 42 58 65 50

Maximum 92% 87% 92% 83% 82% 88%

Page 35: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

322 thumbnail•15% web site

1282 thumbnail•60% page

30 letters•50% page

A live demo of this system was done during the presentation

Page 36: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

Summary

We quantified how people recognize previously seen web pages from its thumbnail, title and URL representation.

We can use this to analyze or improve our existing browsers.

www.pages.ca … /index.htmlSaul Greenber … d Groupware

Page 37: How People Recognize Previously Seen Web Pages from Titles, URLs and Thumbnails Shaun Kaasten Saul Greenberg Christopher Edwards University of Calgary.

For more information

www.cpsc.ucalgary.ca/grouplab/

Thanks to NSERC and Microsoft for funding