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<!doctype html>
<html lang="ar">
<head>
<meta charset="utf-8">
<title>لؤلؤة</title>
<!--<meta name="description" content="">-->
<meta name="viewport" content="width=device-width, initial-scale=1">
<link href="https://fonts.googleapis.com/css?family=IBM+Plex+Mono|IBM+Plex+Sans:100,400&display=swap" rel="stylesheet">
<link rel="stylesheet" href="https://unpkg.com/purecss@1.0.1/build/pure-min.css" integrity="sha384-oAOxQR6DkCoMliIh8yFnu25d7Eq/PHS21PClpwjOTeU2jRSq11vu66rf90/cZr47" crossorigin="anonymous">
<link rel="stylesheet" href="https://unpkg.com/purecss@1.0.1/build/grids-responsive-min.css">
{# bokeh #}
{% for f in bokehres.js_files -%}
<script src="{{ f }}"></script>
{%- endfor %}
{% for f in bokehres.css_files -%}
<link rel="stylesheet" href="{{ f }}">
{%- endfor %}
<link rel="stylesheet" href="style.css">
</head>
<body>
<div class="title-card pure-g">
<div class="pure-u-1 pure-u-lg-1-3">
<div class="lbox">
<h1 class="title"><img class="logo" src="lulua-logo.svg" alt="لؤلؤة"></h1>
<div class="pure-g flexreverse">
<div class="pure-u-1 pure-u-sm-1-2">
<!--<h2 class="subtitle">لوحة مفاتيح العربية المريحة</h1>-->
</div>
<div class="pure-u-1 pure-u-sm-1-2">
<h2 class="subtitle" lang="en">Ergonomic Arabic Keyboard Layout</h2>
</div>
</div>
</div>
</div>
<div class="pure-u-1 pure-u-lg-2-3">
<div class="lbox">
<div class="layout">
<img src="ar-lulua.svg" alt="لؤلؤة">
</div>
</div>
</div>
</div>
<div class="pure-g flexreverse">
<div class="pure-u-1 pure-u-md-1-2">
</div>
<div class="pure-u-1 pure-u-md-1-2" lang="en">
<div class="lbox">
<p>This is work in progress and contributions are welcome. Head over to
<a href="https://github.com/PromyLOPh/lulua">GitHub</a> to see where
you can help.</p>
</div>
</div>
</div>
<div class="pure-g flexreverse">
<div class="pure-u-1 pure-u-md-1-2">
</div>
<div class="pure-u-1 pure-u-md-1-2" lang="en">
<div class="lbox">
<h2>Goals</h2>
<ul>
<li>Ergonomic typing of unvocalized and vocalized text with 10 fingers</li>
<li>Modern Standard Arabic and Quranic Arabic</li>
<li>Localized numbers (European/Arabic-Indic)</li>
<li>Usable as primary or secondary keyboard</li>
<li>Compose-based</li>
<li>Support for Markdown, RST, Wikitext and similar markup</li>
</ul>
<p>Other languages using the Arabic alphabet (regional dialects, Urdu,
Persian) are explicitly not supported.</p>
</div>
</div>
</div>
<div class="pure-g flexreverse">
<div class="pure-u-1 pure-u-md-1-2">
</div>
<div class="pure-u-1 pure-u-md-1-2" lang="en">
<div class="lbox">
<h2>Usage</h2>
<dl>
<dt>Windows</dt>
<dd>Download <a href="ar-lulua-w64.zip">driver</a> and follow instructions in <kbd>INSTALL.txt</kbd></dd>
<dt>Android</dt>
<dd>Install
<a href="https://play.google.com/store/apps/details?id=com.menny.android.anysoftkeyboard">AnySoftKeyboard</a>
and
<a href="https://play.google.com/store/apps/details?id=com.anysoftkeyboard.languagepack.arabic">Arabic for AnySoftKeyboard</a>
<dt>Linux</dt>
<dd>Run: <code>xmodmap <a href="ar-lulua.xmodmap">ar-lulua.xmodmap</a></code></dd>
</dl>
</div>
</div>
</div>
<div class="indepth-card">
<div class="pure-g flexreverse">
<div class="pure-u-1 pure-u-md-1-2">
</div>
<div class="pure-u-1 pure-u-md-1-2" lang="en">
<div class="lbox">
<h1>Learn more</h1>
</div>
</div>
</div>
</div>
<section>
<div class="pure-g flexreverse">
<div class="pure-u-1 pure-u-md-1-2">
<div class="lbox">
<h2>الأبجدية العربية</h2>
</div>
</div>
<div class="pure-u-1 pure-u-md-1-2" lang="en">
<div class="lbox">
<h2>The Arabic Alphabet</h2>
<p>
There are 28 letters in the Arabic alphabet, plus quite a few extra
symbols required for proper text input, like the hamza in its different
shapes <bdo dir="ltr" lang="ar">أ إ آ ء ئ ؤ</bdo>, ta marbutah <bdo
dir="ltr" lang="ar">ة</bdo>, alif maqsurah <bdo dir="ltr"
lang="ar">ى</bdo> and various diacritics for vowelized texts.
<!-- -->
Since the usability of a keyboard layout depends on the text entered
it is necessary to study letter and letter combination frequencies first.
<!-- -->
The corpus used for the following analysis consists of
</p>
<table class="pure-table"><thead><tr><th>Source</th><th></th><th>Words</th><th>Characters</th></thead><tbody>
{% for c in corpus|sort(attribute='source.name') %}
<tr>
<td><a href="{{ c.source.url }}">{{ c.source.name }}</a></td>
{% set count = c.get ('count') %}
{% if count %}
{# use new style formatting, for some reason %7,d does not work #}
<td>{{ '{:7,d}'.format(count[0])|numspace }} {{ count[1] }}</td>
{% else %}
<td></td>
{% endif %}
{% set stats = c.get ('stats') %}
{% for k in ('words', 'characters') %}
{% set i = stats[k]|approx %}
<td>{{ '%5.1f'|format(i[0])|numspace }} {{ i[1] }}</td>
{% endfor %}
</tr>
{% endfor %}
<tr><td>Total</td><td></td>
{% for k in ('words', 'characters') %}
{% set i = corpustotal[k]|approx %}
<td>{{ '%5.1f'|format(i[0])|numspace }} {{ i[1] }}</td>
{% endfor %}
</tr>
</tbody></table>
<p>
The plot below shows <bdo dir="ltr" lang="ar">ا ل ي م و ن</bdo> can be
considered the most frequently used letters in the Arabic language.
<!-- -->
Together they account for more than 55% of all letters in the corpus.
</p>
</div>
</div>
</div>
<figure id="letterfreq">
<div class="lbox" lang="en">
<div id="letterfreq-div"></div>
</div>
<figcaption class="pure-g flexreverse">
<div class="pure-u-1 pure-u-md-1-2">
</div>
<div class="pure-u-1 pure-u-md-1-2" lang="en">
<div class="lbox">
<p>Arabic letter frequency distribution</p>
</div>
</div>
</figcaption>
</figure>
</section>
<section>
<div class="pure-g flexreverse">
<div class="pure-u-1 pure-u-md-1-2">
</div>
<div class="pure-u-1 pure-u-md-1-2" lang="en">
<div class="lbox">
<h2>Layout properties</h2>
<p>The following evaluation uses color coding to identify fingers:</p>
<dl class="colorcodes">
<dt class="finger little">red</dt>
<dd>little finger</dd>
<dt class="finger ring">blue</dt>
<dd>ring finger</dd>
<dt class="finger middle">magenta</dt>
<dd>middle finger
<dt class="finger index">violet</dt>
<dd>index finger</dd>
<dt class="finger thumb">cyan</dt>
<dd>thumb</dd>
</dl>
<p>Asymmetry is defined as the difference between left and right hand usage.</p>
</div>
</div>
</div>
{% macro fingerhandstats(stats) %}
{% set hands = stats.hands %}
{% set fingers = stats.fingers %}
<div class="fingerhandstats" dir="ltr" lang="en">
{% for hand in Direction %}
{% set handpct = hands[hand]/stats.buttonPresses*100 %}
<div class="{{ hand.name.lower() }}" style="width: {{ '%.3f'|format(handpct) }}%;">
<div class="hand">{{ '%.2f'|format(handpct) }}%</div>
<div class="fingers">
{% for finger in fingerOrder[hand] %}
{% set fingerpct = fingers[(hand, finger)]/stats.buttonPresses*100 %}
{# finger width is relative to parent (i.e. hand) #}
{% set fingerwidth = fingers[(hand, finger)]/hands[hand]*100 %}
<div class="{{ finger.name.lower() }}" style="width: {{ '%.3f'|format(fingerwidth) }}%;">{{ '%.2f'|format(fingerpct) }}</div>
{% endfor %}
</div>
</div>
{% if loop.first %}
<div class="asymm"><small>Asymmetry: {{ '%.3f'|format(stats.asymmetry) }}</small></div>
{% endif %}
{% endfor %}
</div>
{% endmacro %}
<figure id="ar-lulua-heat">
<div class="lbox" lang="en">
<img src="ar-lulua-heat.svg">
{{ fingerhandstats(layoutstats['ar-lulua']) }}
</div>
</figure>
</section>
<section class="layoutgallery">
<div class="pure-g flexreverse">
<div class="pure-u-1 pure-u-md-1-2">
</div>
<div class="pure-u-1 pure-u-md-1-2" lang="en">
<div class="lbox">
<h2>Related work</h2>
</div>
</div>
</div>
<figure id="ar-asmo663">
<div class="lbox">
<img src="ar-asmo663-heat.svg">
{{ fingerhandstats(layoutstats['ar-asmo663']) }}
</div>
<figcaption class="pure-g flexreverse">
<div class="pure-u-1 pure-u-md-1-2">
</div>
<div class="pure-u-1 pure-u-md-1-2" lang="en">
<div class="lbox">
<p>
Trying to unify existing layouts, the Arab Standardization and
Meterology Organization (ASMO), now part of
<a href="https://www.aidmo.org/">AIDMO</a>, published an Arabic
keyboard layout in 1987 as
<a href="https://www.aidmo.org/smcacc/ar/index.php?option=com_sobi2&Itemid=2&limitstart=2150">standard 663</a>.
<!-- -->
This, however, turned out to be a failure, due to lack of adoption by
the typewriter industry.
</p>
</div>
</div>
</figcaption>
</figure>
<figure id="ar-osx">
<div class="lbox">
<img src="ar-osx-heat.svg">
{{ fingerhandstats(layoutstats['ar-osx']) }}
</div>
<figcaption class="pure-g flexreverse">
<div class="pure-u-1 pure-u-md-1-2">
</div>
<div class="pure-u-1 pure-u-md-1-2" lang="en">
<div class="lbox">
<p>
Mac OS X’s Arabic keyboard layout makes a few small changes to the
layout by moving the <span lang="ar" dir="ltr">ة</span> to a hard
to reach spot on the right of the top row.
<!-- -->
It also moves the short vowels from the first to the second layer
and replaces them with punctuation.
<!-- -->
The bottom row keys are aditionally shifted to the right, beginning
with <span lang="ar" dir="ltr">ر</span>.
</p>
</div>
</div>
</figcaption>
</figure>
<figure id="ar-linux">
<div class="lbox">
<img src="ar-linux-heat.svg">
{{ fingerhandstats(layoutstats['ar-linux']) }}
</div>
<figcaption class="pure-g flexreverse">
<div class="pure-u-1 pure-u-md-1-2">
</div>
<div class="pure-u-1 pure-u-md-1-2" lang="en">
<div class="lbox">
<p>
Instead we’re currently using this layout (on Linux), which is
similar, but not quite the same.
<!-- -->
Most notably this layout arranges letters by their visual similarity.
<!-- -->
Thus it allocates suboptimal or even awkward positions to frequently
used letters like <bdo dir="ltr" lang="ar">ا ل</bdo> and
<bdo dir="ltr" lang="ar">ذ</bdo>.
</p>
</div>
</div>
</figcaption>
</figure>
<figure id="ar-malas">
<div class="lbox">
<img src="ar-malas-heat.svg">
{{ fingerhandstats(layoutstats['ar-malas']) }}
</div>
<figcaption class="pure-g flexreverse">
<div class="pure-u-1 pure-u-md-1-2">
</div>
<div class="pure-u-1 pure-u-md-1-2" lang="en">
<div class="lbox">
<p>
The work by Malas et al. (2008),
<a href="https://pdfs.semanticscholar.org/1bf8/74dcaa7f21c2cc3c6c5e526b61a9ee352bba.pdf">Toward Optimal Arabic Keyboard Layout Using Genetic Algorithm</a>,
presents an alternative layout generated by a genetic algorithm.
<!-- -->
They used a snapshot of the Arabic Wikipedia probably from around 2008 and
optimized for typing speed only, claiming 35% faster typing compared
to the <a href="#ar-linux">currently used layouts</a>.
<!-- -->
However the decision to put <bdo dir="ltr" lang="ar">ي</bdo> in the top
row seems odd.
<!-- -->
Assigning the same left index finger to <bdo dir="ltr" lang="ar">ا
ي و</bdo>, which are three of the most frequent letters, heavily
strains this particular finger.
</p>
</div>
</div>
</figcaption>
</figure>
<figure id="ar-osman">
<div class="lbox">
<img src="ar-osman-heat.svg">
{{ fingerhandstats(layoutstats['ar-osman']) }}
</div>
<figcaption class="pure-g flexreverse">
<div class="pure-u-1 pure-u-md-1-2">
</div>
<div class="pure-u-1 pure-u-md-1-2" lang="en">
<div class="lbox">
<p>
In 2015 patent
<a href="https://patents.google.com/patent/US9041657B2/en">9,041,657 B2</a>
was filed in the US, presenting yet another computer-generated layout.
<!-- -->
Its genetic algorithm was seeded with just 54 Arabic e-books consisting
of 7 million characters in total.
<!-- -->
Overall it claims to be 9% faster than default layouts.
<!-- -->
This layout rips off most of the standard layout’s second layer,
but amusingly fails to include a question mark, while it does
provide <em>three</em> single-quote marks ’ and <em>two</em> Arabic
semicolon <bdo dir="ltr" lang="ar">؛</bdo>.
<!-- -->
Additionally it places <bdo dir="ltr" lang="ar">ي</bdo> in an even
worse position than Malas’ layout.
</p>
</div>
</div>
</figcaption>
</figure>
<figure>
<div class="lbox">
<img src="ar-khorshid-heat.svg">
{{ fingerhandstats(layoutstats['ar-khorshid']) }}
</div>
<figcaption class="pure-g flexreverse">
<div class="pure-u-1 pure-u-md-1-2">
</div>
<div class="pure-u-1 pure-u-md-1-2" lang="en">
<div class="lbox">
<p>
In the paper
<a href="https://www.researchgate.net/publication/264837659_A_new_optimal_Arabic_keyboard_layout_using_genetic_algorithm">A new optimal Arabic keyboard layout using genetic algorithm</a>
Khorshid et al. present yet another
layout.
<!-- -->
They claim a 36% improvement over the standard keyboard based on
their criteria for ergonomic layouts.
<!-- -->
However in their layout from figure 8 the letters <bdo dir="ltr"
lang="ar">ل ب ر</bdo> are in suboptimal positions.
<!-- -->
Also it seems their algorithm favors the bottom row instead of the
easier to use top row.
</p>
</div>
</div>
</figcaption>
</figure>
<figure>
<div class="lbox">
<img src="ar-phonetic-heat.svg">
{{ fingerhandstats(layoutstats['ar-phonetic']) }}
</div>
<figcaption class="pure-g flexreverse">
<div class="pure-u-1 pure-u-md-1-2">
</div>
<div class="pure-u-1 pure-u-md-1-2" lang="en">
<div class="lbox">
<p>
The <a href="http://arabic.omaralzabir.com/home">Arabic Phonetic Keyboard</a>
simply maps the QWERTY layout to Arabic letters, based on their sound.
Thus Q becomes <bdo dir="ltr" lang="ar">ق</bdo>, Y becomes <bdo dir="ltr" lang="ar">ي</bdo> and so on.
It claims to be optimized for writing vowelized texts, especially
Quranic Arabic, and thus includes quite a few combining characters and
special symbols.
Although it claims to make frequently used letters easily available –
based on the work of Intellaren – it makes no effort to arrange letters
according to their usage frequency.
</p>
</div>
</div>
</figcaption>
</figure>
<div class="pure-g flexreverse">
<div class="pure-u-1 pure-u-md-1-2">
</div>
<div class="pure-u-1 pure-u-md-1-2" lang="en">
<div class="lbox">
<p>
While technically speaking not a layout but alternative input
method, <a href="http://www.intellaren.com/intellark">Intellark</a> by
Intellaren is worth mentioning.
<!-- -->
It is based on repeatedly pressing the same button to modifiy the
current character.
<!-- -->
For example pressing A on the QWERTY keyboard cycles through the
alternatives <bdo dir="ltr" lang="ar">ا أ إ آ</bdo> and <bdo dir="ltr" lang="ar">ء</bdo>.
<!-- -->
Obviously this is slow, error-prone and violates Dvorak’s guidelines
for keyboard layout designs.
</p>
</div>
</div>
</div>
</section>
<section>
<div class="pure-g flexreverse">
<div class="pure-u-1 pure-u-md-1-2">
</div>
<div class="pure-u-1 pure-u-md-1-2" lang="en">
<div class="lbox">
<h2>Acknowledgements</h2>
<p>This work would not have been possible without Martin Krzywinski’s
work on <a
href="http://mkweb.bcgsc.ca/carpalx/?typing_effort">carpalx</a>.</p>
</div>
</div>
</div>
</section>
<script>
fetch('letterfreq.json')
.then(function(response) { return response.json(); })
.then(function(item) { Bokeh.embed.embed_item(item, 'letterfreq-div'); })
</script>
</body>
</html>
|
