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)
اختتامیه چهارمین دوره جشنواره وب ایران در تاریخ ۶ بهمن ماه در سالن مرکز مطالعات بهره وری و منابع انسانی برگزار گردید
کاندیداهای چهارمین جشنواره وب ایران معرفی شدند و دومین کنفرانس خبری چهارمین جشنواره وب ایران با حضور خبرنگارها و اصحاب رسانه برگزار گردید.
جشنواره وب ایران از معتبرترین جشنواره های حوزه فناوری اطلاعات است که تاکنون سه دوره آن از سال ۱۳۸۷ توسط پایگاه خبری وب سایت های ایران وبنا به همراه گروهی از فعالان و متخصصین حوزه وب در ایران برگزار گردیده است. امسال نیز چهارمین دوره جشنواره در مقیاس بزرگتری و با برنامه های متنوع تر در سرتاسر کشور برگزار شد و وب سایت های ایرانی در بیش از ۹۰ گروه مختلف به رقابت پرداختند و برترین های امسال نیز در پایان داوری در روز اختتامیه جشنواره معرفی و از آنها تقدیر شد
رقابت در شاخه های گوناگون جشنواره صورت پذیرفت و مفتخریم اعلام نمائیم که آقای مهندس میلاد مهاجر (برنامه نویس سایت) با ارایه مقاله در این جشنواره شرکت کرده و مقاله ایشان به عنوان بهترین مقاله معرفی گردید .
ضمن عرض تبریک خدمت ایشان و تشکر مجدد بابت همکاری صمیمانه جا دارد این موفقیت را به کلیه همکاران شرکت رایمند تبریک گفته و صمیمانه قدردانی نمائیم.
محمد کرمی
روش های نوین مدل سازی اطلاعات در وب معناگرا
Semantic Database Design
چکيده: از زمانی که وب به وجود آمد بسیاری در مورد وب معناگرا صحبت می کردند . این مسئله هیچگاه با یک برنامه عملی مهم مواجه نشده ولی در حال حاضر روش های مهم و کارآمدی هم وجود دارد. در این مقاله سعی شده یکی از این دیدگاه های جدید در طراحی پایگاه های داده مورد بررسی قرار گیرد.
واژه هاي کليدي: وب معناگرا ، پایگاه داده رابطه ای، RDF ، SPARQL
1- مقدمه
در برنامه نویسی وب نوین قابلیت انعطاف بسیار مهم است به همین دلیل است کهframework های سبک روی زبان های پویا مثل Pylon , Django و Rails Ruby onبه سرعت در حال محبوب شدن هستند . به هر حال اکثر ما هنوز از پایگاه های داده ای رابطه ای استفاده می کنیم که برای الگو های تغییر ناپذیر طراحی شده اند .
2- روش های سنتی طراحی پایگاه داده
2-1- پایگاه داده رابطه ای
پایگاه های داده احتمالا مهمترین بخش از نرم افزار های کاربردی می باشند. پایگاه های داده ای رابطه ای در حال حاضر بین برنامه نویسان محبوبیت خاصی دارند. درابتدای این مقاله سعی خواهد شد روش سنتی مدل سازی داده ها بررسی شده سپس جایگزین های این روش معرفی شوند.
2-2- جداول داده ای
در مدل های پایگاه داده رابطه ای جداول داده ها بصورت مجموعه ای از صفات برای یک موجودیت خاص در مدل های پایگاه داده ذخیره می شود برای نمونه جدول زیر را برای ذخیره سازی اطلاعات دانش آموزان در نظر بگیرید.
2-3- مدل های رابطه ای
همانطور که می دانید فرایند نمایش اطلاعاتِ زیاد در یک سلول همیشه با مشکل مواجه بوده است لذا طراحی مدل های رابطه ای برای ذخیره سازی اطلاعاتِ مرتبط، ضروری به نظر می رسد. یک مدل رابطه ای تشکیل شده از چندین جدول است که اطلاعات و روابط بین این اطلاعات را تشکیل می دهد . شماتیک کلی برای پایگاه داده دانش آموزان به شکل زیر است .
شکل 1: نمونه ای از یک شمای رابطه ای
2-4- مشکلات پایگاه های داده اطلاعاتی
حال فرض کنید قرار است اطلاعات معلم ها نیز در این پایگاه داده قرار بگیرد به عنوان مثال داده هایی جدید به شکل زیر در اختیار شما قرار گرفته تا در مدل سازی در نظر گرفته شود.
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)
جدول 1: دانش آموزان به صورت صفحه گسترده
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)
شکل 2 : نمونه ی کامل تر جدول رابطه ای
همانطور که می دانید در یک نرم افزار بزرگ تعداد جداول به طرز چشمگیری افزایش پیدا می کند که نهایتا برنامه نویسان را با پایگاه های داده بزرگ و روابط پیچ در پیچ مواجه خواهد کرد .
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)
شکل3 : پایگاه داده یک نرم افزار واقعی
اما برای رفع این مشکل چه باید کرد ؟ آیا به غیر از پایگاه داده رابطه ای راه دیگری برای طراحی پایگاه داده وجود ندارد ؟
3- طراحی پایگاه داده معناگرا
در این قسمت سعی خواهد شد مدل جدیدی از ذخیره سازی داده ها با رعایت معانی آنها معرفی شود.
3-1- معانی صریح
در مدل سازی پایگاه های داده رابطه ای داده ها به صورت موجودیت های مختلف با صفات متفاوت مدل می شوند . درحالی که در پایگاه های داده معناگرا اطلاعات به صورت گزاره ها معنی دار به صورت زیر در نظر گرفته می شوند
![](data:image/png;base64,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)
در شکل زیر جدول مدل شده اطلاعات به صورت گزار های بالا را مشاهده می کنید
Object
|
Predicate
|
Subject
|
“ali”
|
name
|
S1
|
“22465244”
|
tel
|
S1
|
“somewhere”
|
address
|
S1
|
S3
|
field
|
S1
|
Math
|
name
|
S2
|
19
|
grade
|
S2
|
S1
|
owner
|
S2
|
Math
|
name
|
S3
|
6
|
term_no
|
S3
|
S7
|
manager
|
S3
|
جدول 3: جدول داده های معناگرا
همانطور که می بینید جدول بالا برای انسان به راحتی قابل فهم است همینطور ماشین هم به آسانی آنرا تفسیر می کند .
مدل سازی بالا را می توان به صورت گراف نیز به صورت زیر نمایش داد
![](data:image/png;base64,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)
شکل 4: نمایش داده ها به صورت گراف
با نگاه کردن به جداول رابطه ای می توان معانی را از آنها استخراج کرد یک بار دیگر به جداول صفحه قبل دقت کنید.آیا می توانید معانی را ببینید ؟ به نمونه ی دیگری از مدل های معنا گرا دقت کنید .
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)
شکل 5: اطلاعات مربوط به شهر تهران
یکی از ویژگی های مهم این نوع مدل سازی اطلاعات راحتی ادغام ساختارهاست بدون اینکه در شمای کلی طراحی شده تغییر ایجاد شود به عنوان مثال به نمونه ی زیر توجه کنید.
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAATIAAAAeCAIAAAAgvQVrAAAUyUlEQVR4nO1caUxbV9pmZvrjS2f5MVKnU81UzUiNqq8aVWpUZZZoqpnMTJSlndCEZjVNSCY0BJvFSdiCF2yDzeIdm8U2GNtgKDEk7GQgKQkp0GA3JYADhMVswXi/vte+Xu/346gWH9kIdcZU4pF/2Mf3Hr3Pe+5zzvu+59hR2CY2sYkNhqhIG7CJTWxiNTZluYlNbDhsynITm9hw2JTlJjax4bB+WY6Pj4vFYl5E0dnZGQwGw+iOEB4+fFhaWhpZdm1tbWFnZzAYJBJJZHldvXrV7/eHl5ff779582ZkefH5/LGxsbDQWacsvV5vSUlJW1ubTqe7GwkMDg7euXOHTqdbLJawOGIlfD6fRCJpaWmJILu+vj4ajba8vBxGXoFAQKFQNDQ0RJDX4OBgTk7OwsJCGHlhGGYwGDgcTn9//+DgYESo6XS6xsZGoVAYFjrrl2V5efnk5KTX63VHAh6Px+FwiEQir9cbFkeshM/nk8lk4+PjkWKHoqjT6RQKhUtLS2HkFQgElErl0NBQBHmhKCoSiWZnZ8PIC8OwqakpmUwGwzCKohGh5vV69Xq9WCwOC531y1IikTx48ACGYUckAEGQxWKh0WgcDmd+fh4MjKRcYrPZnmbzxMQEl8s1mU1rISiXy0dGRiLLTiAQLC8voyhaV1c3NTW1xqGZmppqamoKBoMej2d0dHTlV4FAQKVSabXaCPKCIEgoFM7NzT2bhcVimZycXNnS2Nj47bffrmwJBoP19fUNDQ3BYHBmZkYqlVqtVgiCIkINhuGhoaGSkpI1DtOz8cOWJYfDiYuLEwgEGIbR6fSk5CQIgpaWlpxOp9VqXVpastlsdrvdYrHYbLbExMTc3Nz+/n4YhjEMW1hYMJvNVVVVer3e4XBYLBaz2by4uOhwOB49elRaWjo6OroRZBkIBOh0end3t9VqBTGtyWSyWq0+n+/Ro0cQBMnl8sXFRZPJ5PP5MAzr6elJTk72+XwOh2NqaspisRiNRkB5A8oyEAjMz897vV6z2QxBkNVqffTokd1uX15enpmZqa6ufvjw4aNHj1AUlUgkCoUC3DU3P+fxeG7fvo3D4TQaTSAQ2JQlhj1FlmHxyBo7gSDIbDYLhUKJRHLhwoXh4WESiSSVSpuamk6cOMFms3E4HIFAoNFoGRkZNBpNKpXu2bNHpVIRicT09PSurq4LFy7k5eXFxMTg8fi8vDwSiZSWlhYfH8/hcA4dOvSPf/xjZGQEQZA12gYeuHDRXClLDMNkMll1dXV+fn5iYmJ9fT2FQmEymXV1dZ999hlgyuFycLE4PB6v0WgSExNTUlKCwWB/f39qampqamp8fHxBQYHP5wsGg8+V5UrDXpTUWlivlKXf76+urk5OTpZKpZmZmSkpKSQS6dy5c0QikcFgsFiskydPisXizz//nMViNTc3X7lyBcOw69evX7p0iUQicTgcHA7ndDoxDJuenn5RWYIrw0Vw48py7SSh77BuLwBZCgSClpaWsrKy9PT02tpalUrV2tqKw+GKi4vT09NramokEklOTk6Voqq9vZ3JZOr1+uzs7DNnzmRmZg4PD9vtdg6Hc+PGDS6XW15eLpPJqqqqWCxWUnJS/Nmz9+7dc7lcL2SSw+FAEMTpdAJ2Tqfz2euS0+lEEORxP6ySpVwuz8rKUiqVHR0du3btunLlisfjuXbt2tmzZ1ksVk1NDZlEJhAIPB7v5MmTIyMjuXm5GIbNz8+TyWQOh1NbW8vlckES/kKr5SrDnktnLR2ulKXNZktLS0MQZGRkhEKlxMXFlZeXg8IJg8EoKSmpqqrq6+u7ePEiHo+/evVqY2MjhmGZmZl6vT4zM7O+vl4ul4MHch2yfCLHdWPDyRKGYVDHDwQCHo/nuesAiLVAzWYVnE5nMBh0Op3P9SAIU3NyclJSUq5cuSIUCkUiUUJCwuXLl+Pj4zMyMs6ePXvx4sWMjIzz58/Hx8ezWKzo6OiCgoLTp0+npqZKpZILFy40NTXRaLTS0tKEhIR///vfx48fz87Obmtru3jxIpFIHBoaAqZiGLZq2XyabUBO4OEAMJvNz7gFgiCTyfQ4u5AsTSYTiqKpqalZWVmpxFQqlarRaIhEokKhoNPp8fHxeXl5NBqNx+OlpaX95z//4fP5CQkJx44dm52dHR0djYuLS05OxuPxJ0+eBBn4s2UJYt2VCM2eYFCeQWctWCXLQCBQXFxMpVIlEkl8fDyBQODxebGxsXl5eQwG4+LFi7m5uVlZWQkJCQQCITs7m06nu1yupqamtLS0iooKoVAYGxtrNpuxF5clgiCAoNvtttvt34cUwMaSJYqiVqtVIpGwWCyFQtHb2/uMZRC0d3R0FBYWDgwMrJIfBEFGo7G+vt5isTzeA1iCVn40m81sNvvevXsgjAGpl9fr9fl8BoOhoKCgqKgIpGFGo9FoNC4sLFgsFtDi9/vn5uasViuQt9lsNhqNBoPBZDJhGDY7O8vlch88eNDb20uhUHJzc8fGxp67UMAw/M033xw4cKC7uxtFUQiC6HQ6mUx2PGVKRhBELBYfP34cpFWrXGGxWIRCIahg2Ww2t9sNI7DdbscwzOFwWCyWQCBgt9vdbjcMw4FAwGKxOBwODMOMRqNMJnvnnXeoVOpXX31lNpsRBAnprbq6+mmydDqdMzMzLBaLxWJRKBQWi8Xj8YBtYPpIJRLZHM4LRRCrALoqLi42Go2hZ2lhYcHj8YD5XSQSUSgUULB1rAg9YBi2Wq0Wi+Xw4cPR0dGSconZbPb5fCF1zc7Orl2WMAyPjo4yGAwKhdLb2/vcOXct2ECyHBsbs1qtiYmJdDp9cHBQoVCkpKQAkWAY5nK5vF5vIBAIBoOAOYIgOp3uxIkTZWVldDod9BMaLY/Hc/Xq1TfffPPWrVsul8vlcmEYBvweDAYnJyebm5tRFA3tiFgsluLi4tCChmEYiqIDAwO5ubl//OMfo6KimEzmuv1SV1c3Ojo6Pz9/8ODB7OzsECmPxxMIBDAMAzXxwHdwOBxOp3NpaenEiRPNzc3g4rKyspSUFGA/BEEoioJ2p9MJOtRqtXv27IEgCFzj8XgAnWAwaLVauVzu+Pi4zWaDYdj5HWw2G3gDHlYQKofe2+12GIb7+vp++ctfRkVF/epXvzp48CCHw+nu7p6fn/d4PLW1tU+TJQzDg4ODFRUVLS0tf/rTn+7cucPn8xcXF0EohKIomUwGo+b3+91udzAYDAaDPp8POAQMTTAYDDnkcYCB5vP5w8PDVqvVarWCpyLEorS0VC6Xh1IAAEAfEExJSYmKinrllVfeffd/CQSCQqHQarUQBBkMhoqKijXKEtSWMjMzY2JiQJoAbAaHHHw+Hxgp8PFpsdvGleXMzIxKpdq7d6/D4fD5fKAiPzk5KRAIuFzu1NTU9evXa2pqBALBw4cPYRh2u90TExMffvhhWlpaWVlZRkZGa2trKBOz2+0gBrt8+bLP59NqtQwG48GDB3w+//r161lZWbt27RoYGNBqtUwmUyaTLS8vFxYWdnV1VVdXZ2Vlffzxx7/73e9+8pOfRH2HM2fOUNYFEomUlJSk1+s9Hk9mZmZtba1Op1OpVGKxuLu7u7KyksFg3L9/v7u7W61Wl5WVaTSaUIyQlJTU3t6uVCorKyvVanVcXJxIJGpoaEBRVKfTMZnM0tJSq9Vqt9vLy8tZLFZMTExvb69SqRSJRHfu3Ll58yaNRtNoNDAMnzp16n/WhZ///OevvPJK1P/Hq6+++u677+7du/fevXtPWx+sVqvX6x0fH4+JiQHziM1mu9bUBIRUUlKSlJQkFos7Ojru37+vVCrBoQuVSpVfUKDT6Xp6elQqlVQq1Wg0jifFCBAEuVyuc+fOPdHsLVu2vPbaa6+99trTeG3ZsuVnP/vZKl4/+tGPXn/99e3bt5PJ5LUXLLxer0KhIJPJy8vLcrlcqVSq1erGxkYmk/nll1/qdDq5XK5Sqaqqqkwm0xpX4I0iy+np6fT09M8//xyklGDWV6vVRUVFcXFxhYWFycnJn3zySWVl5djYGIIgFotFqVTu3r07OTlZp9MdP35cp9OBWdDlcg0MDJDJ5Lq6up07dy4uLhoMhg8++KC/vz8tLY1KpYLUcWBg4Ny5c21tbXFxcWw2OyMj45133ol6En784x8/sX2N2LZt28TEhNvtvnTpUnV1dWVl5Y4dO6RSKZvNzs3NTU1NTUlJuXTpUnR0dGtr67/+9a/FxUWwBBEIBKFQKBQK7969W1dXd+LEifr6+sOHD3d3d+Px+Js3b546dYrH4xUVFYlEIoVCER0dLZPJ3nvvPalUWlhYeOHChRs3bhw4cKClpSUxMfE3v/nNW1vfetHX22+//es3fr2K0U9/+tP33ntv//79z5AlGIiRkZGDBw+aTCaPxyORSI4cPbpr166EhAQej4fH49VqdWxsLHBIaWkpl8tlMBhZWVkEAgFMjl1dXR9//PHExMTjazIEQQiC4PH4377526fa/9ZbW7dufeJXW7duffvtt1999dVVsnzjjTd27NhBoVDWLksURWUyWXZ29uDg4O9//3s+ny8WizMzM7lc7qeHDwuFwp07d3Z1dR09evTmzZtrids3lixLSkr2798P4lWQD9y9e5fD4URHR/P5/IaGBhKJhGEYgiAIgkgkkszMzNHR0b/97W8MBmNxcTEU7Xi9XrB+crncnTt3trS0oCh64MCB4eHh8vJyoVBYU1PDYDC6urpiY2MxDLt27VpMTIxQKNTpdE1NTQUFBceOHdu2bVtotdyyZUtWVlaxqHgdL76An5GREVot6+vrJycncTgcDMOzs7PFxcWnTp0iEomAnclkwuFw09PTIBFKSDi/Y8cOUDPUaDQkEslisZw7dw5UmzAMa2pqOnTo0EcffTQ3N2cwGI4dOzY9Pf3pp5/6fD4Wi0Wj0TAMYzAYJBJJLBaDbl8UWq329ddfj4qK+sUvfrFv3z4Wi9XR0bGwsODz+Z4RxAIgCDI+Pv7pp5/a7XYEQc6cOSORSOx2u9FoBCc/Jycn4+PjBwYGzp49u7y8vLCwIBaLT58+nZSU1NbWdvnyZRiGjx49+sRdXyAbgUAwPj6+Dl4wDGdnZ4fmzYSEBJlMptVqnU7n7OxsZWVlqNj2XBWFVkuXy4XD4fR6PYIgMpmMSCQeOnRoYGDg/PnzDocjJSWlo6MDPNg/GFlOTEwYDIYDBw6QSCStVvvll1/eunWLSCSmpaVlZGTg8ficnJzPPvsMVFZgGCaRSLt37x4YGIg7fXr79u3t7e19fX02mw1BkM7Ozri4OFDhyM/P/+tf/wpCqcrKSjweHx0dLZVKcThcR0fHvv37NRoNk8kEM1wo68MwDIbh3t5eEom0ffv2qKgokAitD9XV1aOjowsLCwcPHqTT6a2trX/5y1+mp6f5fP7p06fZbPbhw4dJJBIOh+vr69u5c+fXX3/tdrsXFxejo6MJBMLeffsaGhp4PN7Ro0f7+vr+/ve/KxSKTz75pLa2lkKhlJWVEYlEEomkVqu3bdsmk8n+/Oc/z8zMdHZ27t+/r62tjUAgNDc3g3B3HcZ3dna+//77RUVFExMTj/N6hixBjtrc3Pz+++8PDw97PJ7CwsJt27YlJycrFIr09HQ8Ht/Z2fnPf/6zqqpq9+7dQ0NDcrk8NjaWy+UeOXKESqUeO3bs22+//cMf/gAKBE+UZXFx8boPFeJwuOjo6ObmZhCahfBCJR8Igmw2W1ZW1pEjR+7du/fhhx92dXXdvn17z549VVVVe/bs4fP5u3fv/uabbz766CO5XO52u39Isnzw4IHH45mZmSkqKmKxWF988YXJZPrqq6/YbHZ9fX1FRYVIJGKxWA8fPgS5+8zMTEFBAZvN1ul0V65cYTAYt27dAkOlVCopFMrY2BgEQSqV6tKlS52dnT09PUVFRTU1NWq1enx8XCAQ6PX627dv5+TkqNVqk8kkFApB7XQVUBTVaDT19fXrY+fz+SoqKvR6PRB5bm6uTCYjk8lff/31yMhIfn7+tWvXiouLhUIhk8msrq7Ozs7u7u52uVxDQ0NkMlmpVJaVleXl5XE4HDqdXlNTQyKRenp6+vv7c3JyFAqFw+EwGAzgXolEolarSSRSf3+/1+ttbGykUqnt7e12u10oFK6sWK4dfr8/VF5aieee8gG1kJKSksuXLzc2NsIwbDabi4qK8Hh8T09PWVlZYWGhXC4nk8lcLpdKpfb09Oj1eh6P98UXX4AfpuTm5tbW1mZnZ7e3tz8eKq/aIFkHQCHwcbzQBgmoxNJoNDKZXFlZSaVSr169Ojc3JxQKa2trJRKJWCymUqm1tbVkMrmmpua5HW4gWUqlUrBv6Xa7QaPP5wMFVQzD/H5/6EdJIHt0OBzAp8FgEEXRUH0PsAJVL1CUA5U9j8cDiq6gSgbuBdEy6CS0s/f9PPAEAFkODw+Hyryh6iswY2X5F1gOtmFDBFf2Bi4I1ZADgYDT6QRXgq9CnTscDvDe7/dbrVaBQLA+WT4Nazl8B0EQsN/r9YK6LrgXDGvI2lDjSiIh72Hf1djDLsun4UX3LUO8QtVX0AI+Ag8AIn6//4cky7WciX2uj1btoa+FP7jS6XSaTCaBQAB2k8MLIMvHD9+FjHwhU9fihCfuW/73ZRky4/E3j1/z7B6ewXQjyPJFLX8ufkiyfHkAG9wvW5YRP6r+318tXzavDSvL74lNWTocm7JcFzZl+fKwgWQJdiOhSAAcvnupshwdHY0gu5eXW+p0ugjycjqdxcXFL0mW4AhURKghCHL//v3Iy1IkEo2NjaEoCkcCLpfLarWy2eyXVPIBv7eMIDu73c5ms8P+7wSVlZVarTZSvBAEcblcHA7HYDCEkReGYZOTkyUlJQ6Hw+VyRYQaiqL379/n8/lhobNOWQaDwevXr7NYrMLIgclkCoXCUB04jAgGgzdu3Igku6JCJpPJ4/FCR7HDhTt37rDyIzlq+fn5BQUFK3ebwwKHw1FRURHZBzInJ6e1tTUsdL7XH1JaLJalpSVjJLBkXDIajSs3KsKOCLIDeEnsbDZbBHktLS2F9lrCC7/fb/zuwYgIrzDmU5v/E7uJTWw4bMpyE5vYcPg/YlOgq+8i64UAAAAASUVORK5CYII=)
شکل 6: ادغام شماتیک به راحتی انجام می شود
3-2- پایگاه های داده معنا گرا
همانطور که ذکر شد برنامه نویسی وب به مرور زمان به سمت زبان های انعطاف پذیر و نسل چهارم مثل DJango , Pylons , Ruby on Rails پیش می رود پس تغییر در روش های مدل سازی اطلاعات هم باید تغییر کند در ادامه ی این مقاله به بعضی از تکنولوژی های موجود اشاره شده است .
3- تکنولوژی های پیاده سازی
3-1- RDF
مدل RDF روشی برای مدل سازی داده ها شبیه entity – relationship یا database diagram است که بر اساس ایده یSubject->predicate->object شکل گرفته است. یک گزاره به این شکل به نام یک سه گانه در RDF نام گذاری می شود در واقع RDF یک مدل انتزاعی است که شامل روش های مختلف سریال سازی می باشد[5] به نمونه های پیاده سازی شده در وب سایت های مختلف توجه کنید .
سایت Geonames در واقع سایتی شامل 10،000،000 اسم جغرافیایی با 7،500،000 ویژگی یکتاست که این اطلاعات به صورت مجموعه ای از URL ها قابل دسترس است به عنوان نمونه :
Subject
|
Predicate
|
Object
|
/3017382
|
Name
|
“France”
|
/3017382
|
wikipediaArticle
|
wiki/France
|
/3017382
|
population
|
64094000
|
/3030967
|
Name
|
“Bourgogne”
|
/3030967
|
parentFeature
|
/3017382
|
/3038033
|
Name
|
“Alsace”
|
/3038033
|
parentFeature
|
/3017382
|
جدول 4: ذخیره سازی اطلاعات در سایت Geonames
همانطور که مشاهده می کنید در این نوع ذخیره سازی اطلاعات نیازی به تفسیر ساختار و اطلاعات نیست و معانی واضح است
نحوه سریال سازی در سایت geonames به صورت زیر است :
@prefix geo: <http://www.geonames.org/ontology#>
<http://sws.geonames.org/3017382/>
geo:name "France";
geo:population 64094000.
<http://sws.geonames.org/3038033/>
geo:name "Alsace";
geo:parentFeature <http://sws.geonames.org/3017382/>
در حال حاضر بسیاری از سایت های روی وب برای ذخیره سازی و مدل سازی اطلاعات از تکنولوژی های وب معناگرا استفاده می کنند که باعث سادگی در اشتراک گذاری اطلاعات می شود به طوری که هر کدام از این وب سایت ها می توانند از اطلاعات دیگری استفاده کنند.
در جدول زیر برخی از سایت های استفاده کننده از تکنولوژی RDF و مدل سازی معناگرا آمده است .
آدرس
|
زمینه فعالیت
|
نام سایت
|
www.dublincore.org
|
جمع آوری متا دیتا
|
Dublin core
|
www.foaf-project.org
|
شبکه اجتماعی
|
FOAF
|
www.sioc-project.org
|
پرسش و پاسخ
|
SIOC
|
www.dbpedia.com
|
فرهنگ لغت
|
DBPedia
|
www.freebase.com
|
فرهنگ لغت
|
Freebase
|
www.getmasti.com
|
موتور جستجو
|
getmasti
|
جدول 5: لیست برخی سایت های معناگرا
3-1- SPARQLزبانی برای Query روی RDF
زبان پرس جوی SPARQLروشی برای ارسال انواع Query روی پایگاه داده RDFاست این زبان تمامی عملیات های پرس و جوی پایگاه های داده و همچنین عملیات های مختلف روی گراف ها را دارا می باشد . خروجی SPARQL می تواند مجموعه ای از داده ها یا گراف های RDF باشد[6] .
نمونه ای از یک نرم Query روی RDF را ملاحظه کنید :
select?name
where {? student1 name ?name .
?has course ?course_id .
?student1 owner ?course_id .
FILTER (?term_id > 7 ) }
همانطور که می بینید در این نوع Query اثری از جداول دیده نمی شود .
مراجع
[1] Toby Segaran, Why Semantics. Webstock conference in Wellington, New Zealand, pp. April 2009.
[2] “SPARQL Query Language for RDF,”W3C Recommendation 15 January 2008.
[3] J.van der ham, “Using RDF to Describe Networks,”Advanced Internet Research Group Universiteit van Amsterdam September 2008.
[4] E. F. CODD, “Extending the Database Relational Model to Capture more Meaning,”IBM research Laboratory 2010.
[5] James A. Hendler, “Semantic web for the working ontologist: modeling in RDF, RDFS and OWL“ , morgan Kaufmann pub 2010.
[6] B DuCharme . “learning SPARQL“O'Reilly Media, Inc., Jul 21, 2011
۰ نظر
ارسال نظر