• Latest
  • Trending
  • All
  • News
  • TV/Radio Deals
  • Film partnerships
  • New appointments
  • Production
  • TV Channels
AI is the new brain of the video industry writes Marc Valdivia at NPAW

AI is the new brain of the video industry writes Marc Valdivia at NPAW

November 8, 2018
BeIN SPORTS announces new shows, will air past sporting events

BeIN Sports gears up for women’s sport events

July 5, 2022
Warehouse421 announces summer programme 2022

Warehouse421 announces summer programme 2022

July 5, 2022
Kongsberg to buy majority stake in NanoAvionics

Kongsberg to buy majority stake in NanoAvionics

July 5, 2022
Arabic series ‘Shaabiat Al Cartoon’ gets NFT collection

Arabic series ‘Shaabiat Al Cartoon’ gets NFT collection

July 5, 2022
MediaHub completes one year

MediaHub completes one year

July 5, 2022
D-Orbit signs contract with Kepler Communications

D-Orbit signs contract with Kepler Communications

July 5, 2022
Red Sea International Film Festival opens film submissions for second edition

Red Sea International Film Festival opens film submissions for second edition

July 5, 2022
Anghami acquires Spotlight Events

Anghami acquires Spotlight Events

July 5, 2022
Anton/Bauer expands DIONIC 26V series

Anton/Bauer expands DIONIC 26V series

July 4, 2022
Netflix to release Egyptian documentary ‘From Meir, to Meir’

Netflix to release Egyptian documentary ‘From Meir, to Meir’

July 4, 2022
Disney to close FOX, Disney Junior channels in Germany

Disney launches Disney Storytellers Fund at Howard University

July 4, 2022
MBRSC completes first UAE Analog Mission

MBRSC completes first UAE Analog Mission

July 4, 2022
  • Advertise
  • Subscribe
  • Magazine Archive
  • Directory
  • Contact
Wednesday, July 6, 2022
BroadcastPro ME
  • News
    • All
    • Podcasting
    • Cinema Theatres
    • Esports
    • TV/Radio Deals
    • Film partnerships
    • New appointments
    • Production
    • Mergers/Acquisitions
    • Satellite/Comms
    • AV
    • OTT/Video Streaming
    • International News
    • Analyst Reports
    • Satellite/Broadcasting
    BeIN SPORTS announces new shows, will air past sporting events

    BeIN Sports gears up for women’s sport events

    Warehouse421 announces summer programme 2022

    Warehouse421 announces summer programme 2022

    Kongsberg to buy majority stake in NanoAvionics

    Kongsberg to buy majority stake in NanoAvionics

    Arabic series ‘Shaabiat Al Cartoon’ gets NFT collection

    Arabic series ‘Shaabiat Al Cartoon’ gets NFT collection

    MediaHub completes one year

    MediaHub completes one year

    D-Orbit signs contract with Kepler Communications

    D-Orbit signs contract with Kepler Communications

    Red Sea International Film Festival opens film submissions for second edition

    Red Sea International Film Festival opens film submissions for second edition

    Anghami acquires Spotlight Events

    Anghami acquires Spotlight Events

    Netflix to release Egyptian documentary ‘From Meir, to Meir’

    Netflix to release Egyptian documentary ‘From Meir, to Meir’

    Disney to close FOX, Disney Junior channels in Germany

    Disney launches Disney Storytellers Fund at Howard University

    Trending Tags

    • broadcast
    • MENA broadcast
    • ConnecTech2019
  • Tech Features
    • All
    • CASE STUDIES
    • Virtual Production Series
    • REVIEWS
    • TV/Radio Deals
    • New Media
    Virtual vernacular: Terminology in virtual production – Part 2

    Virtual vernacular: Terminology in virtual production – Part 2

    The future of subtitling and captioning

    The future of subtitling and captioning

    Redefining cloud for broadcast

    Redefining cloud for broadcast

    beIN Media Group welcomes students as part of French media company initiative

    beIN Media Group welcomes students as part of French media company initiative

    Virtual production: A field guide to the future of filmmaking

    Virtual production: A field guide to the future of filmmaking

    Why converged media consumption requires a converged security solution

    Why converged media consumption requires a converged security solution

    Unlocking the 5G opportunity in video services

    Unlocking the 5G opportunity in video services

    Exploring the power of AI

    Exploring the power of AI

    Disaster recovery in the cloud

    Disaster recovery in the cloud

    There is hope, opportunity, optimism with the cloud

    There is hope, opportunity, optimism with the cloud

    Trending Tags

    • Videos
      Protecting your content – Devising a multi-pronged strategy

      Protecting your content – Devising a multi-pronged strategy

      Gearing up for a FAST audience

      Gearing up for a FAST audience

      Planning Your Hybrid Cloud Playout Journey

      Planning Your Hybrid Cloud Playout Journey

      Qvest on “The cutting edge of Cloud Editing”

      Qvest on “The cutting edge of Cloud Editing”

      Said Bacho on Editshare’s Middle East plans

      Said Bacho on Editshare’s Middle East plans

      Rami Moussawi, Product Manager at ST Engineering iDirect speaks about SKYFlow

      Rami Moussawi, Product Manager at ST Engineering iDirect speaks about SKYFlow

      ASBU BroadcastPro ME Awards Footage

      ASBU BroadcastPro ME Awards Footage

      CEO Panel – Thriving in the New World Order

      CEO Panel – Thriving in the New World Order

      Taking streaming to the next level

      Taking streaming to the next level

    • Opinion
      What we can learn from Korean dramas

      What we can learn from Korean dramas

      Optimising video players for live sports

      Optimising video players for live sports

      New normal inspires fresh storylines and alternative filming strategies

      Identifying good stories and investing in content is the need of the hour

      Edging closer to 5G content delivery in the cloud

      Edging closer to 5G content delivery in the cloud

      New normal inspires fresh storylines and alternative filming strategies

      Sports brings more subs to platforms

      How to stand out in a content-saturated market

      How to stand out in a content-saturated market

      New normal inspires fresh storylines and alternative filming strategies

      Saudi Arabia’s makeover

      Responding to content consumption trends and monetising demand

      Responding to content consumption trends and monetising demand

      A new wave of Saudi filmmakers

      A new wave of Saudi filmmakers

      New normal inspires fresh storylines and alternative filming strategies

      Is NFTs the next big thing for creators?

    • Interviews
      • All
      • Lounge
      Akhbar Al Aan on launch of 3eesh Al Aan Café

      Akhbar Al Aan on launch of 3eesh Al Aan Café

      Staying on schedule

      Staying on schedule

      Great expectations at CABSAT 2021

      Setting the stage for CABSAT 2022

      Taking the OTT bull by its horns

      Taking the OTT bull by its horns

      The path to digital transformation

      The path to digital transformation

      The show must go on

      The show must go on

      BeIN at the top of its game

      BeIN at the top of its game

      Giving us the full Viu

      Giving us the full Viu

      Picture Perfect

      Picture Perfect

      Ambassadors of Arabic content

      Ambassadors of Arabic content

    • Products
    • Magazine Archive
      • BroadcastPro ME Magazine
      • PRO Directory
    • Events
      • Upcoming Events
      • News from Events
      BroadcastPro Tech Summit 2022

      BroadcastPro Tech Summit 2022

      BroadcastAsia 2022

      BroadcastAsia 2022

      CABSAT 2022

      CABSAT 2022

      NABSHOW 2022

      NABSHOW 2022

      Future of Sports Broadcasting Summit 2022

      Future of Sports Broadcasting Summit 2022

    No Result
    View All Result
    BroadcastPro ME
    • News
      • All
      • Podcasting
      • Cinema Theatres
      • Esports
      • TV/Radio Deals
      • Film partnerships
      • New appointments
      • Production
      • Mergers/Acquisitions
      • Satellite/Comms
      • AV
      • OTT/Video Streaming
      • International News
      • Analyst Reports
      • Satellite/Broadcasting
      BeIN SPORTS announces new shows, will air past sporting events

      BeIN Sports gears up for women’s sport events

      Warehouse421 announces summer programme 2022

      Warehouse421 announces summer programme 2022

      Kongsberg to buy majority stake in NanoAvionics

      Kongsberg to buy majority stake in NanoAvionics

      Arabic series ‘Shaabiat Al Cartoon’ gets NFT collection

      Arabic series ‘Shaabiat Al Cartoon’ gets NFT collection

      MediaHub completes one year

      MediaHub completes one year

      D-Orbit signs contract with Kepler Communications

      D-Orbit signs contract with Kepler Communications

      Red Sea International Film Festival opens film submissions for second edition

      Red Sea International Film Festival opens film submissions for second edition

      Anghami acquires Spotlight Events

      Anghami acquires Spotlight Events

      Netflix to release Egyptian documentary ‘From Meir, to Meir’

      Netflix to release Egyptian documentary ‘From Meir, to Meir’

      Disney to close FOX, Disney Junior channels in Germany

      Disney launches Disney Storytellers Fund at Howard University

      Trending Tags

      • broadcast
      • MENA broadcast
      • ConnecTech2019
    • Tech Features
      • All
      • CASE STUDIES
      • Virtual Production Series
      • REVIEWS
      • TV/Radio Deals
      • New Media
      Virtual vernacular: Terminology in virtual production – Part 2

      Virtual vernacular: Terminology in virtual production – Part 2

      The future of subtitling and captioning

      The future of subtitling and captioning

      Redefining cloud for broadcast

      Redefining cloud for broadcast

      beIN Media Group welcomes students as part of French media company initiative

      beIN Media Group welcomes students as part of French media company initiative

      Virtual production: A field guide to the future of filmmaking

      Virtual production: A field guide to the future of filmmaking

      Why converged media consumption requires a converged security solution

      Why converged media consumption requires a converged security solution

      Unlocking the 5G opportunity in video services

      Unlocking the 5G opportunity in video services

      Exploring the power of AI

      Exploring the power of AI

      Disaster recovery in the cloud

      Disaster recovery in the cloud

      There is hope, opportunity, optimism with the cloud

      There is hope, opportunity, optimism with the cloud

      Trending Tags

      • Videos
        Protecting your content – Devising a multi-pronged strategy

        Protecting your content – Devising a multi-pronged strategy

        Gearing up for a FAST audience

        Gearing up for a FAST audience

        Planning Your Hybrid Cloud Playout Journey

        Planning Your Hybrid Cloud Playout Journey

        Qvest on “The cutting edge of Cloud Editing”

        Qvest on “The cutting edge of Cloud Editing”

        Said Bacho on Editshare’s Middle East plans

        Said Bacho on Editshare’s Middle East plans

        Rami Moussawi, Product Manager at ST Engineering iDirect speaks about SKYFlow

        Rami Moussawi, Product Manager at ST Engineering iDirect speaks about SKYFlow

        ASBU BroadcastPro ME Awards Footage

        ASBU BroadcastPro ME Awards Footage

        CEO Panel – Thriving in the New World Order

        CEO Panel – Thriving in the New World Order

        Taking streaming to the next level

        Taking streaming to the next level

      • Opinion
        What we can learn from Korean dramas

        What we can learn from Korean dramas

        Optimising video players for live sports

        Optimising video players for live sports

        New normal inspires fresh storylines and alternative filming strategies

        Identifying good stories and investing in content is the need of the hour

        Edging closer to 5G content delivery in the cloud

        Edging closer to 5G content delivery in the cloud

        New normal inspires fresh storylines and alternative filming strategies

        Sports brings more subs to platforms

        How to stand out in a content-saturated market

        How to stand out in a content-saturated market

        New normal inspires fresh storylines and alternative filming strategies

        Saudi Arabia’s makeover

        Responding to content consumption trends and monetising demand

        Responding to content consumption trends and monetising demand

        A new wave of Saudi filmmakers

        A new wave of Saudi filmmakers

        New normal inspires fresh storylines and alternative filming strategies

        Is NFTs the next big thing for creators?

      • Interviews
        • All
        • Lounge
        Akhbar Al Aan on launch of 3eesh Al Aan Café

        Akhbar Al Aan on launch of 3eesh Al Aan Café

        Staying on schedule

        Staying on schedule

        Great expectations at CABSAT 2021

        Setting the stage for CABSAT 2022

        Taking the OTT bull by its horns

        Taking the OTT bull by its horns

        The path to digital transformation

        The path to digital transformation

        The show must go on

        The show must go on

        BeIN at the top of its game

        BeIN at the top of its game

        Giving us the full Viu

        Giving us the full Viu

        Picture Perfect

        Picture Perfect

        Ambassadors of Arabic content

        Ambassadors of Arabic content

      • Products
      • Magazine Archive
        • BroadcastPro ME Magazine
        • PRO Directory
      • Events
        • Upcoming Events
        • News from Events
        BroadcastPro Tech Summit 2022

        BroadcastPro Tech Summit 2022

        BroadcastAsia 2022

        BroadcastAsia 2022

        CABSAT 2022

        CABSAT 2022

        NABSHOW 2022

        NABSHOW 2022

        Future of Sports Broadcasting Summit 2022

        Future of Sports Broadcasting Summit 2022

      No Result
      View All Result
      BroadcastPro ME
      No Result
      View All Result
      Home Opinion

      AI is the new brain of the video industry writes Marc Valdivia at NPAW

      Guest Columnist by Guest Columnist
      November 8, 2018
      in Opinion
      ShareTweetPostEmail

      Neural networks allow the identification of the most important variables related to churn and [are] doing a very good job in pattern detection, writes Marc Valdivia at NPAW (Nice People At Work). Artificial intelligence (AI) has been ever present in the technical departments of leading companies since it became a sensation in the ‘90s. It’s important […]

      Marc Valdivia is a Data Engineer at NPAW (Nice People At Work).

      Neural networks allow the identification of the most important variables related to churn and [are] doing a very good job in pattern detection, writes Marc Valdivia at NPAW (Nice People At Work).

      Artificial intelligence (AI) has been ever present in the technical departments of leading companies since it became a sensation in the ‘90s. It’s important to know that the function of AI that offers the best results is known as machine learning. Machine learning is the ability of computer systems to constantly learn by themselves. The only two things missing are data and computational capacity.

      The importance of data and the power of calculation are fundamental to understanding the success of AI in the previous twenty years. This allows us not only to obtain information from users who make use of online platforms, but also to know the nature of their experience, the problems they experience and the navigation they perform on their devices, in order to build 360-degree, engaging end-user experiences.

      Intelligent anomaly detection

      Data allows us to find common patterns that trigger an action – such as user churn – or in the detection of anomalies, which occur when a particular behaviour is not within the expected pattern.

      Precisely segmented content recommendation

      Moreover, recommendation systems can be built to detect correlations between users (user-based recommendations) or use a person’s own previous experience to offer content (content-based recommendations).

      Churn detection and prediction

      The detection and prevention of user churn is the number one concern of video services, as it directly affects their income. For this, it is interesting to identify the main causes or influencers for churn, such as poor streaming quality, inefficient customer service, an unappealing content catalogue, unrelated content recommendations, advertising overload and unfriendly UI. It is also possible to predict and identify users at risk of unsubscribing from a video platform by analysing their behaviour and frequency of visits and then comparing it with the previous behaviours of users who left the platform.

      Neural networks solve these types of problems and they do a very good job in pattern detection. For an isolated set of data, for example a single visualisation, one would advise using a simple neural network. For a sequence of events, one would opt for an RNN (recurrent neural network) which has a temporary memory of past events, such as a user’s visiting pattern.

      Intelligent alert system

      Anomaly detection services allow content and technical teams to detect when any of the quality metrics are not in their confidence values and which combination of dimensions is causing such failure. For example, if a particular combination of city and CDN gets a local buffer value that is too high, the confidence values for each metric and dimension cannot be fixed – they are variable in time and the system must adapt (note that a constant problem is not an anomaly). In addition, each possible combination must be treated independently. So-called autoencoders are a type of neural network proving to be very useful in solving these problems, despite existing for a different purpose. They consist of two parts: the first stage of coding and the second stage of decoding. When encoding and decoding ‘normal’ values, the result is the same, but when an anomaly is introduced, the decoding varies with respect to the initial input. There we have an alert.

      The future

      The market trend is towards incorporating artificial intelligence in more areas of the business, creating automatic marketing campaigns customised for each user, or even models that regulate traffic on platforms so that errors and waiting times are reduced. Exciting new AI applications are to follow in the video sphere, and anyone with a video service will experience them.

       

       

      Tags: AIMarc ValdiviaNPAWNice People At Work

      Related Posts

      Keeping the stakes high

      Keeping the stakes high

      March 29, 2022
      The path to digital transformation

      The path to digital transformation

      January 14, 2022
      Exploring the power of AI

      Exploring the power of AI

      December 13, 2021
      STC collaborates with Thales to develop digital solutions for businesses

      STC collaborates with Thales to develop digital solutions for businesses

      December 7, 2021
      Intigral and NPAW team up for an upgraded OTT service in the MENA region

      Intigral and NPAW team up for an upgraded OTT service in the MENA region

      March 22, 2021
      Intel powers first satellite with AI on board

      Intel powers first satellite with AI on board

      October 21, 2020

      Related News

      Keeping the stakes high

      Keeping the stakes high

      March 29, 2022
      The path to digital transformation

      The path to digital transformation

      January 14, 2022
      Exploring the power of AI

      Exploring the power of AI

      December 13, 2021
      STC collaborates with Thales to develop digital solutions for businesses

      STC collaborates with Thales to develop digital solutions for businesses

      December 7, 2021
      Intel powers first satellite with AI on board

      Intel powers first satellite with AI on board

      October 21, 2020
      Filmio launches AI platform to incubate and distribute new films

      Filmio launches AI platform to incubate and distribute new films

      October 13, 2020
      More Related News

      Popular Stories

      • What we can learn from Korean dramas

        What we can learn from Korean dramas

        1316 shares
        Share 526 Tweet 329
      • Abu Dhabi Media appoints StarzPlay as exclusive partner for advertising sales

        737 shares
        Share 295 Tweet 184
      • AD Film Commission organises tour of Abu Dhabi’s key production locations for Indian filmmakers

        675 shares
        Share 270 Tweet 169
      • IIFA Awards to return to Abu Dhabi in 2023

        673 shares
        Share 269 Tweet 168
      • Hope Probe captures new information in fourth batch of scientific data

        654 shares
        Share 262 Tweet 164

      BroadcastPro ME

      • About
      • Advertise
      • Subscribe
      • Magazine Archive
      • Directory
      • Contact
      • Privacy

      Follow us on Social Media

      No Result
      View All Result
      • News
      • Tech Features
      • Videos
      • Opinion
      • Interviews
      • Products
      • Magazine Archive
        • BroadcastPro ME Magazine
        • PRO Directory
      • Events

      Login to your account below

      Forgotten Password?

      Fill the forms bellow to register

      All fields are required. Log In

      Retrieve your password

      Please enter your username or email address to reset your password.

      Log In
      Social Media Auto Publish Powered By : XYZScripts.com