CIVILICA We Respect the Science
(ناشر تخصصی کنفرانسهای کشور / شماره مجوز انتشارات از وزارت فرهنگ و ارشاد اسلامی: ۸۹۷۱)

Data Analysis in Movie Tickets Online Booking

عنوان مقاله: Data Analysis in Movie Tickets Online Booking
شناسه ملی مقاله: IIEC16_194
منتشر شده در شانزدهمین کنفرانس بین المللی مهندسی صنایع در سال 1398
مشخصات نویسندگان مقاله:

soroor Motie - Sharif University of Technology
mehdi ghazanfari - iran University of Science and Technology; ,

خلاصه مقاله:
Movie ticket booking websites are the excellent resources to find detailed information about movie industry. They store a vast amount of data, which undoubtedly contains much valuable information about general trends in movies and customer Behavior.This paper considered 900 thousands Orders of a Movie ticket booking website. In particular, we concentrate on attributes such as movie, movie genre, reserve time, sequence time, ticket counts and price. And research some facts about movie industry.×Crisp-DM1methodology as a typical data mining process is performed and python programing language is used for data analytics. Data mining process generally consists of three major steps, Preprocess, Process, and Post-process. Preprocess has 4 major components named data collection, data cleaning, data reduction, and data transfer. Variety of methods were gathered for pattern recognition like statistical techniques, association rules, and time series. The results presented as patterns and graphs at the end.

کلمات کلیدی:
Movies, Data mining, Association Rules, Time Series, Python

صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/1034880/