Team J-007 Ferasah فِراسه

Main Screen
Data Structure
Algorithmes
Flow Chart

Inspiration

based on the event that happened on 24 September 2015 that is described as a "crush and stampedes" which had a huge negative impact emotionally and physically. we planned enhance the hajj experience to to be smooth and successful by minimize the "crush and stampede"using a contact-aware crowd prediction model.

What it does

It is web application that predicts the crowded areas using a prediction model and designed features /(collected and generated dataset).This application is able to send alerts of the crowded areas and three stages of intervention recommendations as well as the probability of the "crush and stampede".

How we built it

designing and implementing a prediction model using: Weka Data Mining/Machine learning Software, Weka API,Java , Javascript, HTML5, Google Maps API,Bootstrap, Photoshop,illustrator.

Challenges we ran into

Lack of current and actual data, small amount of the instances. Lack of actual features (the collected data type) used in the hajj datasource. SO, we solved this by generating your own dataset.

Accomplishments that we're proud of

we are proud of the work overflow/supportness and the smoothness between the team members. the features that we have done at the first day to break the guiness record. MOST importantly we invest our time effort for a very important event islamically/ and world wide

What we learned

How huge are the efforts to satisfy pilgrim need during short time. everything is possible.

What's next for Team J-07 Ferasah فِراسه

predicting the crush and stampedes- Enabling the controls of hajj traffic and identify responsibilities. and MORE!

Built With

Submitted to

Hajj Hackathon

Created by

1- I designed and implemented the context aware based - crowd prediction model.

2-selected /tested the prediction features.

3- rated / selected the classifier for the machine learning model.

Raneem Alharthi
My contribution was mainly on team coordination, alignment, and facilitating team discussions.
Encouraging team members on generating ideas through brainstorming and validating the alternatives. Selecting the best alternative is a huge challenge and depending on team members knowledge, experience, and skills. However, I was very lucky for being a member of such great team

Hadi Alrashidi
saleh alshehri
Rahaf Shiqdar
Norah Alrashidi

Updates

Hadi Alrashidi posted an update — Aug 02, 2018 11:07 PM EDT

https://www.youtube.com/watch?v=O5cnatTI3H4&feature=youtu.be

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Hadi Alrashidi posted an update — Aug 02, 2018 02:06 PM EDT

المملكة تلك الدولة الفتية تملك الامكانيات المالية والبشرية لديها أكبر مخزون نفطي بالعالم. ولكن أعظم واجل ما تفتخر به هو خدمة الحرمين الشريفين تعمل ليل نهار على تطوير الحرمين ولا تالو جهدا في ذلك ومع ذلك وعند بداية موسم الحج تكون سمعة الدولة على المحك لان هناك الكثير من المعضلات اللوجستية أحد هذه المعضلات الرئيسية او الكابوس الحقيقي هو الاختناقات المرورية والبشرية مع ان الخبرة موجودة والأماكن ثابته ولكن الاحداث تتكرر بسبب عدم وجود أداة قياس وتنبؤ تفيد في رسم الخطط وتوزيع الموارد والجهود. مع هذا الفريق الرائع المكون من استطعنا بعد ان حددنا المشكلة ودرسنا البدائل واختار البديل الأمثل من حيث الخدمة والتكلفة وسهولة التطبيق هذه الأداة تقوم بتحليل بيانات المواسم السابقة ومن بعد ذلك تتولى عملية التنبؤ ليس ذلك فقط بل تتعلم وتحدث بياناتها بالتو واللحظة.

بما ان المملكة العربية السعودية تتجه لزيادة عدد الحجاج من ٢ مليون حاج الى ٤.٥ مليون حاج فأنها تحتاج الى خطة فريدة من نوعها لإدارة الحشود والتقليل من اعداد ضحايا الازدحام. لذلك فإن مشروعنا يقدم حل فريد من نوعه للمساعدة على التخطيط للحج مبكراً والتنبؤ بأعداد الحجاج في كل مسار ليتم التنسيق السليم وتوجيه الحجاج بطريقة سليمة مما سيحدث نقلة نوعية في الخدمات المقدمة للحجاج من اسعاف واطفاء واغذية وضمان سرعة وصلوهم لهم.

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Raneem Alharthi posted an update — Aug 02, 2018 01:15 PM EDT

predicttion result:

Correctly Classified Instances 80 66.6667 % Incorrectly Classified Instances 40 33.3333 % Kappa statistic 0.3213 Mean absolute error 0.4298 Root mean squared error 0.4751 Relative absolute error 86.7869 % Root relative squared error 94.968 % Total Number of Instances 120

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Raneem Alharthi posted an update — Aug 02, 2018 01:14 PM EDT

<!DOCTYPE html> Ferasah body { font: 400 15px/1.8 Lato, sans-serif; color: #777; padding: 25px; background: linear-gradient(to bottom left, #012622, white); background-repeat: no-repeat; background-size: 100% 100%; } h3, h4 { margin: 10px 0 30px 0; letter-spacing:0px; font-size: 20px; color: #111; } .container { padding: 80px 120px; } .person { border: 10px solid transparent; margin-bottom: 25px; width: 80%; height: 80%; opacity: 0.7; } .person:hover { border-color: #f1f1f1; } .carousel-inner img { -webkit-filter: grayscale(90%); filter: grayscale(90%); /* make all photos black and white / width: 100%; / Set width to 100% / margin: auto; } .carousel-caption h3 { color: #fff !important; } @media (max-width: 600px) { .carousel-caption { display: none; / Hide the carousel text when the screen is less than 600 pixels wide / } } .bg-1 { background: #072C21; / e&saea color / color: #bdbdbd; } .bg-1 h3 {color: #fff;} .bg-1 p {font-style: italic;} .list-group-item:first-child { border-top-right-radius: 0; border-top-left-radius: 0; } .list-group-item:last-child { border-bottom-right-radius: 0; border-bottom-left-radius: 0; } .thumbnail { padding: 0 0 15px 0; border: none; border-radius: 0; } .thumbnail p { margin-top: 15px; color: #555; } .btn { padding: 10px 20px; background-color: #333; color: #f1f1f1; border-radius: 0; transition: .2s; } .btn:hover, .btn:focus { border: 1px solid #333; background-color: #fff; color: #000; } .modal-header, h4, .close { background-color: #333; color: #fff !important; text-align: center; font-size: 30px; } .modal-header, .modal-body { padding: 40px 50px; } .nav-tabs li a { color: #777; } #googleMap { width: 100%; height: 400px; -webkit-filter: grayscale(100%); filter: grayscale(100%); } .navbar { font-family: Montserrat, sans-serif; margin-bottom: 0; background-color: #072C21; border: 0; font-size: 11px !important; letter-spacing: 0px; opacity: 0.9; } .navbar li a, .navbar .navbar-brand { color: #d5d5d5 !important; } .navbar-nav li a:hover { color: #fff !important; } .navbar-nav li.active a { color: #fff !important; background-color: #29292c !important; } .navbar-default .navbar-toggle { border-color: transparent; } .open .dropdown-toggle { color: #fff; background-color: #555 !important; } .dropdown-menu li a { color: #000 !important; } .dropdown-menu li a:hover { background-color: red !important; } footer { background-color: #072C21; / down */ color: #f5f5f5; padding: 32px; } footer a { color: #f5f5f5; } footer a:hover { color: #777; text-decoration: none; } .form-control { border-radius: 0; } textarea { resize: none; }

فراسة لنجعل الحج أكثر سلاسة

تمعن في الماضي واستشراف في المستقبل

الإحصائيات

$(document).ready(function(){ // Initialize Tooltip $('[data-toggle="tooltip"]').tooltip(); // Add smooth scrolling to all links in navbar + footer link $(".navbar a, footer a[href='#myPage']").on('click', function(event) { // Make sure this.hash has a value before overriding default behavior if (this.hash !== "") { // Prevent default anchor click behavior event.preventDefault(); // Store hash var hash = this.hash; // Using jQuery's animate() method to add smooth page scroll // The optional number (900) specifies the number of milliseconds it takes to scroll to the specified area $('html, body').animate({ scrollTop: $(hash).offset().top }, 900, function(){ // Add hash (#) to URL when done scrolling (default click behavior) window.location.hash = hash; }); } // End if }); })

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Hadi Alrashidi started this project — Aug 01, 2018 02:17 PM EDT

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