Application of Data Mining in TV and Films Daniel Johnston and Nabeel Hanif.

Slides:



Advertisements
Similar presentations
Web 2.0 Programming 1 © Tongji University, Computer Science and Technology. Web Web Programming Technology 2012.
Advertisements

Technology Opportunities for Retail Sales -11% ( US Census Bureau ) ( US Census Bureau ) Construction Spending -5.1% (US Commerce Dept.) Auto Industry.
1 Mining a Web 2.0 service for the discovery of semantically similar terms: A case study with Del.icio.us Kwan Yi School of Library and Information Science.
Phoenix SATELLITE TELEVISION Jan – Sep 2005 Nov 2005.
As You Begin Your Research … Diljit Singh. Preparing for the Journey.
Support.ebsco.com Small Business Reference Center Tutorial.
Web Archives and Large-Scale Data: Preliminary Techniques for Facilitating Research Nicholas Woodward Latin American Network Information Center
1 ©2009 MeeMix MeeMix – A personalized Experience.
- A Powerful Computing Technology Department of Computer Science Wayne State University 1.
Internet English by Nicole Huang Minimum Requirements to Access the Internet Pentium Processor 128/256 MB of RAM 10 GB of free drive space.
Reliable and UNRELIABLE Sources
Where to find information…. What topics this presentation covers: Strategic Planning Developing a Business Plan Developing a Marketing Plan Risk Management.
SCHOLARLY COMMUNICATIONS UPDATE CHRISTINE FRUIN VPO FOR SCHOLARLY COMMUNICATIONS.
Jeanna Vogt [other team member names removed]. User Experience.
Time Warner Cable Tries to Win Back Ex-Subscribers Sean Bailey, Joven Rasgo.
Multi-Screen Impact: Is There One Metric to Rule Them All? Multi-Screen Impact Case Study for Leading Entertainment/Film Brand Joan FitzGerald, comScore.
NETFLIX David Mijares Yumi Nakagawa GROUP #9. What is Netflix? Netflix is the worlds largest online DVD movie rental service provider. Around 26,000,000.
Stay Connected Were reaching out to you…stay connected with the leading HBCU.
Should I Believe It? A Practical Guide to Evaluating the Quality of Internet Websites RAH 10/08.
By Klejdi Muca & Stephen Quinn. A method used by companies like IMDB or Netlfix to turn raw data into useful information, for example It helps companies.
IR CW2–09 Webpage summarization 01/13 Can webpage summarization improve the search engine user experience? By Barney Staddon.
Data Mining and Text Analytics Advertising Laura Quinn.
Introduction to TCP/IP, the Internet, IP Addressing, and Domain Name.
Hands-on SQL Injection Attack and Defense HI-TEC July 21, 2013.
Using Audacity Audacity is a free, easy-to- use audio editor and recorder for a variety of operating systems.
Zuleika Medina Tyler Green CSC 101- Assignment 2_1.
Acroterion Search Engine Solutions Presentation The next mousetrap Mom, What's a Library? Search Engine Marketing is Necessity Billions of dollars poured.
Sean Blong Presents: 1. What are they…?  “[…] specific type of information filtering (IF) technique that attempts to present information items (movies,
3 Main Reasons Why I target Social Media To Generate an Income: 1.Virtually No Marketing Costs 2.No Website Needed to Build or Host 3.Not Even a Need.
Technological Convergence for Institutions & Audiences

Online Video Streaming and You Within this PowerPoint I plan to discuss the benefits and consequences of streaming online videos directly to your computer.
Web Usage Mining with Semantic Analysis Date: 2013/12/18 Author: Laura Hollink, Peter Mika, Roi Blanco Source: WWW’13 Advisor: Jia-Ling Koh Speaker: Pei-Hao.
Search Engine Optimization ext 304 media-connection.com The process affecting the visibility of a website across various search engines to.
1 Applying Collaborative Filtering Techniques to Movie Search for Better Ranking and Browsing Seung-Taek Park and David M. Pennock (ACM SIGKDD 2007)
Digital Citizenship Lesson 3. Does it Matter who has your Data What kinds of information about yourself do you share online? What else do you do online.
Scribd.com. Quick Facts From Scribd’s Site Tens of millions of readers every month 10 million documents published 35 billion words 5 million Scribd document.
Promotion of e-Commerce sites. A business which uses e- commerce to trade online must also advertise. Several traditional methods can be used, such as.
Luis F. Aguas Technological innovation Project Telecommunications and Digital TV.
 Goal recap  Implementation  Experimental Results  Conclusion  Questions & Answers.
Synergy A Definition: Synergy (from the Greek syn-ergos, συνεργός meaning working together) is the term used to describe a situation where different entities.
What Your Website Should Do For You. Web Service Companies.
Web Design. What is the Internet? A worldwide collection of computer networks that links millions of computers by – Businesses (.com.net) – the government.
Web Server.
"IMDB, IMDB.COM, AND THE IMDB LOGO ARE TRADEMARKS OF IMDB.COM, INC. OR ITS AFFILIATES." BY CHRISTOPHER KREMSKI.
My list:. Zombie Love I choose David P. Murphy’s third book in his Zombies for Zombies series with film rights for an October 2011 book release. Repackage/reissue.
© Arbela Technologies Business Intelligence – Analytics Edge Carolyn L. Nersesian, PhD Senior Data Science.
ADDRESS: 101.Mauryansh elanza, Nr. Parekh Hospital, Shyamal Cross Road, Ahmedabad – Gujarat.(INDIA) CONTACT NO.: WEBSITE:
Data mining in web applications
Prediction of Box Office Gross Revenue
RTV 3007 • Intro to Television
Live on the Web Objectives Tactics Results
Tv and Film Research Task
Overview While DVD sales fell sharply last year, rentals rose 8.2%.
ROKU V/S CHROMECAST BASED ON THE REPORT BY E- MARKETER Call (Toll Free) Visit
FEATURES OF ROKU’S ‘ENHANCED REMOTE Call or Visit
Youtube Clone Script Youtube Script Youtube Clone Break Clone Break Script Vimeo Script break-clone-script.html.
HBO-ification of Netflix
Content Most Enjoyed on Netflix, Hulu and Amazon Prime Video
Among The Major SVOD Services, Acquired Network TV Content Is As Popular, Or Even More Popular, Than Original Series (released within past 2 years) (released.
Artificial Intelligence (AI) has been around for some time now, but it is only really in the past few years that we have seen some major breakthroughs.
Critical Approaches to Creative Media
Information & Democracy
Information & Democracy
Information & Democracy
Democracy and Information
Democracy and Information
Information & Democracy
Social Media Interview
Presentation transcript:

Application of Data Mining in TV and Films Daniel Johnston and Nabeel Hanif

Aim To look at the use of data mining within the Television and Film industry. To examine how DM is able to improve the Tv/Film industry for both viewers and companies

Who uses Data Mining? A Variety of companies linked to the film industry: IMDB – vast database available on movies Amazon – use their user DB to recommend films Netflix – commissioned a show called house of cards.

Using algorithms to predict success

Netflix relied on Data Mining when commissioning 2 series' of the show 'House of Cards' at a cost of $100m (10% of revenue), without even viewing a pilot episode. By parsing subscriber data, Netflix were able to see how popular the show would likely be. This data indicated that people who enjoyed the original BBC miniseries of House of Cards, also liked movies starring Kevin Spacey and David Fincher.

Did it work? Yes. Compared to a $1.9m loss in 2012, Netflix posted a $31.8m profit this year. Gained 2 million new US subscribers. Netflix does not release viewing figures for original content, but acknowledged House of Cards had provided a 'Halo effect' on their entire service.

How else is Data Mining used? In the analysis of scripts to select successful proposals. Predicting success via analysis of web searches relating to the film. Calculating whether cinema attendance has an effect on DVD sales. Preventing spoilers.

Spoiler prevention A computer science PhD student and his supervisor created a data mining algorithm that identified spoilers by using linguistic cues. By linking combinations of words relevant to a films plot, he was able to avoid spoilers in film reviews that may not have been tagged by the website IMDB.

Conclusion Data mining benefits customers by improving the service provided to them, in the form of better Film and TV. Benefits companies in the form of greater profits if implemented correctly. Although data mining has led to improvements, the entertainment industry is still very much a creative business – meaning data analysis can only go so far.

Any Questions?

References guarantee-its-popularity.html?_r=0 guarantee-its-popularity.html?_r=0 big-data big-data Thanks for listening!