research questions on netflix

Research at Netflix aims to improve various aspects of our business. Research applications span many areas including our recommendations, content valuation, streaming optimization, and user insights.

The new Netflix data marks a significant development for researchers previously hindered by an almost total absence of information concerning product-level consumer activity in this space. Supplemented with additional information about the wider Netflix catalogue, many potential new research questions can now be examined.

The analysis starts with a brief discussion of the significance of audience data for US commercial television, some background regarding Netflix's relationship to traditional television networks, and a description of the media industry studies methods employed in this research. The following sections detail Netflix's public discourse related to its own audience data and television audience ...

Ultimately, this research contributes to the growing body of scholarship addressing Netflix's use of 'streaming lore' ( Burroughs, 2019) as part of the company's broader efforts to redefine the characteristics of successful television series in the context of transnational platforms and global audiences.

Netflix actively fueled what is known as the myth of big data, promoting their recommender system and data-driven production as cutting-edge, all-seeing, and all-knowing. Today, however, the company is increasingly acknowledging the role of human expertise and creativity. In this paper I explore the strategic repositioning of Netflix from ...

Netflix Research. Netflix Research regularly publishes a variety of updates, talks, and other presentations.

A number of research questions are triggered by the nature of Netflix's business (primarily digital content), and its practices revealed in the interviews with Jaworski.

Areas Analytics Computer Vision and Graphics Consumer Insights Encoding & Quality Experimentation and Causal Inference ML and Experimentation Platform Machine Learning NLP and Conversations Recommendations

4. We're pleased to announce that we've launched a new website at research.netflix.com that provides an overview of the research that we do here at Netflix. We have many amazing researchers working on a variety of hard problems and are happy to share some of our work with the world. Netflix embraces innovation and has been investing in ...

The data used in this case study is sourced from Kaggle, a popular platform for data science and machine learning enthusiasts. The dataset, titled " Netflix Movies and TV Shows ," is publicly available on Kaggle and provides valuable information about the movies and TV shows on the Netflix streaming platform.

To answer the above-mentioned research question, we draw on the CoRM framework developed by Ang ( 2011) and on the results obtained through a qualitative thematic analysis of 100 posts posted by Netflix's community manager on Facebook and 826 comments published by Netflix and Facebook users.

Netflix was thrilled to be the premier sponsor for the 2nd year in a row at the 2023 Conference on Digital Experimentation (CODE@MIT) in Cambridge, MA. The conference features a balanced blend of academic and industry research from some wicked smart folks, and we're proud to have contributed a number of talks and posters along with a plenary session.

This scoping review followed a 2-step approach and tried to answer the research questions: "What can we learn from the Netflix innovation model?", "How the Netflix business model is helping to design new ventures?" A comprehensive search was made in the following databases: Google Scholar, ISI Web of Science, Scopus and ScienceDirect.

Experimentation and causal inference is one of the primary focus areas within Netflix's Data Science and Engineering organization. To directly support great decision-making throughout the company, there are a number of data science teams at Netflix that partner directly with Product Managers, engineering teams, and other business units to design, execute, and learn from experiments. To ...

Netflix was founded in 1997 and originally served as a DVD delivery service. Today it now has over 139 million subscribers worldwide. Today it acts as a leading streaming service that allows its customers to watch a wide variety of award-winning TV shows, movies, documentaries, and more on thousands of internet-connected devices.

These questions regarding binge-watching habits (motivations, temporal investment and negative consequences) on Netflix were developed with respect to the research questions that were derived from the gaps identified in the literature review.

Inside Netflix: Innovation, Originals, and Cultural Phenomena. Netflix's journey from a DVD-by-mail service to becoming one of the planet's most recognized companies is an exemplary case study in business model transformations. Its 2007 pivot to streaming, followed by a successful foray into original content in 2013, has reshaped the entire ...

The latest research shows that governments can help maximize the emissions reductions benefits in the digital sector by focusing on four principles: Principle 1: Expand access to shared, contemporary data… that is no more than 1-2 years old and which does not compromise competitive and proprietary information.

Learn how Netflix uses analytics to optimize its content, personalization, and streaming quality. Explore the research areas and projects of Netflix.

3) Set up an online panelof Netflix customers and ask them questions about new product or service ideas and their thoughts in real-time. Offer these panelists an incentive or a reason to give honest opinions that can help shape the future of the company. 4) Instead of focusing 100% on growth, focus on customer retention and increase ...

Netflix - statistics & facts. From relatively humble beginnings as a DVD-by-mail service, Netflix has grown into one of the most used video streaming services in the world. The company was one of ...

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This page contains a collection of Netflix research topics & facts. You are welcome to use them in your essay about Netflix company.

Netflix, a long-time Java adopter, recently upgraded to Java 21. They are now harnessing new features such as generational ZGC and virtual threads to improve performance across their extensive ...

When is Netflix's next earnings announcement? View the latest NFLX earnings date, analysts forecasts, earnings history, and conference call transcripts.

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Researchers are establishing a framework that protects the way Indigenous data is collected and used around the world, thanks to a $1.5 million grant from the National Science Foundation.

As president of the University of Vermont, Garimella more than doubled the university's research enterprise and strengthened state and community relationships. A professor of mechanical engineering and a highly cited researcher, he also continued to focus on teaching and mentoring students.

Money blog: Inflation rises for first time since last year. Welcome to the Money blog, your place for personal finance and consumer news/tips. Our focus this morning is on inflation as data for ...