Adobe Campaign released findings from its fourth annual consumer email survey, focused on consumers' habits and behavior related to communications, including personal and work email. The report surveyed more than 1,000 white-collar workers in the United States who own a smartphone.
Adobe Campaign released findings from its fourth annual consumer email survey, focused on consumers' habits and behavior related to communications, including personal and work email. The report surveyed more than 1,000 white-collar workers in the United States who own a smartphone.
The second annual Adobe Consumer Content Survey—a December 2018 survey of 1,000 U.S. consumers who own at least one digital device—found that digital content consumption is on the rise and consumers have already established expectations and preferences.
B2B decision-maker preferences and behaviors have shifted dramatically since the onset of COVID. The GTM revolution is here and B2B sales is forever changed.
Global survey by BCG GAMMA and Ipsos finds overall optimism toward Artificial Intelligence in the workplace but large national differences and significant worries about privacy, job security, and economic equality.
B2B decision-maker preferences and behaviors have shifted dramatically since the onset of COVID. The GTM revolution is here and B2B sales is forever changed.
When it comes to the biggest trends in marketing today, our industry is obsessed with channels such as social, voice, and augmented reality as the means for reaching today’s modern audience. And while each plays an important role in the customer journey, new research from Adobe finds a more traditional form of marketing—email—is very much holding its own among newer channels and technologies.
3 Corporate Learning Trends to Watch in 2017Axonify
The question is: “What will be hot in L&D in 2017?” On this webinar, learning industry veteran Don Taylor will be joined by Axonify’s CEO Carol Leaman to discuss three big corporate learning trends for the upcoming year.
B2B decision-maker preferences and behaviors have shifted dramatically since the onset of COVID. The GTM revolution is here and B2B sales is forever changed.
B2B decision-maker preferences and behaviors have shifted dramatically since the onset of COVID. The GTM revolution is here and B2B sales is forever changed.
Data science is one of the hottest and fastest-growing fields in companies around the world. But it remains a highly male-dominated field, with women making up as few as 15% of data science professionals globally. This gender imbalance is a
significant threat to sustainable growth and to unbiased, safe AI
Responses to a BCG global survey of over 9,000 current and former students across ten countries make it clear that a
significant share of the problem lies with the companies themselves.
Entertainment in the Era of the Selfie - Edelman 2014Edelman
Edelman’s eighth annual entertainment study explores how and why people consume and share entertainment. The study’s findings highlight people’s expectations for unprecedented control over their entertainment experiences. The study looks at the U.S., UK and China, and was co-commissioned by Edelman and MATTER, and fielded by Edelman Berland.
Learn more: http://edl.mn/edelent
The 2016 EARNED BRAND study is a global online survey of 13,000 consumers in 13 countries that examines the consumer-brand relationship across 18 brand categories.
B2B decision-maker preferences and behaviors have shifted dramatically since the onset of COVID. The GTM revolution is here and B2B sales is forever changed.
Creatives in Japan: Turning Technology In the Face of ChangeAdobe
We surveyed over 300 Japanese creative professionals to find out how they're navigating the pace of change and new technology shifts. This report shares key findings and dives in for a deeper look.
Improving the small business banking experienceBredin, Inc.
How much do small business owners (SBOs) trust different industries, including banks, credit unions and alternative lenders? What do small businesses want from the bank relationship? What are banks doing well, and what can they do better, to improve the customer experience – and as a result, acquisition, retention and cross-sell? What kinds of credit are SBOs using – or do they plan to use – from banks and alternative lenders? How are SBO attitudes towards, and planned usage of, alternative lenders evolving?
To answer these questions, we recently surveyed 500 U.S. SBOs. There are some great learnings on what SBOs value in a lender relationship, and what you can do to enhance it.
You’ll learn:
• The SBO business outlook
• SBO trust in 26 different industries, from alternative lenders to wireless service providers
• SBO awareness of and trust in 27 leading banks
• Bank industry, and top bank, Net Promoter Scores
• What SBOs want in a bank relationship
• Where banks are under- and over-performing against SBO preferences
• Current use and providers of credit products – including business credit cards, savings and checking accounts, loans, LOCs, factoring and MCAs
• Planned use and potential providers of credit products
• How SBO attitudes towards alternative lenders have changed
• SBO usage of and satisfaction with banking apps and events
• The impact of content marketing on bank brand perception, loyalty and upsell
• How to boost awareness and trust via content marketing
You’ll get valuable insights to put to work right away in your SBO customer experience and content marketing plans.
B2B decision-maker preferences and behaviors have shifted dramatically since the onset of COVID. The GTM revolution is here and B2B sales is forever changed.
This survey has been implemented by CES to assess consumer sentiments ahead of Eid-ul-Fitr. With a sample size of 651, the survey was administered online and followed a random sampling method. The survey finds that the majority (85%) of the respondents are unsure or pessimistic about the country’s economic condition after COVID-19 and at least 84% of respondents are cutting back on their spending. The survey also finds that Eid spending will nose-dive sharply, with restaurants and hotels expected to be the hardest-hit sectors. A CES Thought Leadership Article is due based on this survey.
Since May 2020, more Canadians are feeling more pessimistic about the economic recovery and believe COVID-19 will have a lasting impact on the economy .
These exhibits are based on survey data collected in Canada from August 14–19, 2020. Check back for regular updates on Canadian consumer sentiments, behaviors, income, spending, and expectations.
The second annual Adobe Consumer Content Survey—a December 2018 survey of 1,000 U.S. consumers who own at least one digital device—found that digital content consumption is on the rise and consumers have already established expectations and preferences.
B2B decision-maker preferences and behaviors have shifted dramatically since the onset of COVID. The GTM revolution is here and B2B sales is forever changed.
Global survey by BCG GAMMA and Ipsos finds overall optimism toward Artificial Intelligence in the workplace but large national differences and significant worries about privacy, job security, and economic equality.
B2B decision-maker preferences and behaviors have shifted dramatically since the onset of COVID. The GTM revolution is here and B2B sales is forever changed.
When it comes to the biggest trends in marketing today, our industry is obsessed with channels such as social, voice, and augmented reality as the means for reaching today’s modern audience. And while each plays an important role in the customer journey, new research from Adobe finds a more traditional form of marketing—email—is very much holding its own among newer channels and technologies.
3 Corporate Learning Trends to Watch in 2017Axonify
The question is: “What will be hot in L&D in 2017?” On this webinar, learning industry veteran Don Taylor will be joined by Axonify’s CEO Carol Leaman to discuss three big corporate learning trends for the upcoming year.
B2B decision-maker preferences and behaviors have shifted dramatically since the onset of COVID. The GTM revolution is here and B2B sales is forever changed.
B2B decision-maker preferences and behaviors have shifted dramatically since the onset of COVID. The GTM revolution is here and B2B sales is forever changed.
Data science is one of the hottest and fastest-growing fields in companies around the world. But it remains a highly male-dominated field, with women making up as few as 15% of data science professionals globally. This gender imbalance is a
significant threat to sustainable growth and to unbiased, safe AI
Responses to a BCG global survey of over 9,000 current and former students across ten countries make it clear that a
significant share of the problem lies with the companies themselves.
Entertainment in the Era of the Selfie - Edelman 2014Edelman
Edelman’s eighth annual entertainment study explores how and why people consume and share entertainment. The study’s findings highlight people’s expectations for unprecedented control over their entertainment experiences. The study looks at the U.S., UK and China, and was co-commissioned by Edelman and MATTER, and fielded by Edelman Berland.
Learn more: http://edl.mn/edelent
The 2016 EARNED BRAND study is a global online survey of 13,000 consumers in 13 countries that examines the consumer-brand relationship across 18 brand categories.
B2B decision-maker preferences and behaviors have shifted dramatically since the onset of COVID. The GTM revolution is here and B2B sales is forever changed.
Creatives in Japan: Turning Technology In the Face of ChangeAdobe
We surveyed over 300 Japanese creative professionals to find out how they're navigating the pace of change and new technology shifts. This report shares key findings and dives in for a deeper look.
Improving the small business banking experienceBredin, Inc.
How much do small business owners (SBOs) trust different industries, including banks, credit unions and alternative lenders? What do small businesses want from the bank relationship? What are banks doing well, and what can they do better, to improve the customer experience – and as a result, acquisition, retention and cross-sell? What kinds of credit are SBOs using – or do they plan to use – from banks and alternative lenders? How are SBO attitudes towards, and planned usage of, alternative lenders evolving?
To answer these questions, we recently surveyed 500 U.S. SBOs. There are some great learnings on what SBOs value in a lender relationship, and what you can do to enhance it.
You’ll learn:
• The SBO business outlook
• SBO trust in 26 different industries, from alternative lenders to wireless service providers
• SBO awareness of and trust in 27 leading banks
• Bank industry, and top bank, Net Promoter Scores
• What SBOs want in a bank relationship
• Where banks are under- and over-performing against SBO preferences
• Current use and providers of credit products – including business credit cards, savings and checking accounts, loans, LOCs, factoring and MCAs
• Planned use and potential providers of credit products
• How SBO attitudes towards alternative lenders have changed
• SBO usage of and satisfaction with banking apps and events
• The impact of content marketing on bank brand perception, loyalty and upsell
• How to boost awareness and trust via content marketing
You’ll get valuable insights to put to work right away in your SBO customer experience and content marketing plans.
B2B decision-maker preferences and behaviors have shifted dramatically since the onset of COVID. The GTM revolution is here and B2B sales is forever changed.
This survey has been implemented by CES to assess consumer sentiments ahead of Eid-ul-Fitr. With a sample size of 651, the survey was administered online and followed a random sampling method. The survey finds that the majority (85%) of the respondents are unsure or pessimistic about the country’s economic condition after COVID-19 and at least 84% of respondents are cutting back on their spending. The survey also finds that Eid spending will nose-dive sharply, with restaurants and hotels expected to be the hardest-hit sectors. A CES Thought Leadership Article is due based on this survey.
Since May 2020, more Canadians are feeling more pessimistic about the economic recovery and believe COVID-19 will have a lasting impact on the economy .
These exhibits are based on survey data collected in Canada from August 14–19, 2020. Check back for regular updates on Canadian consumer sentiments, behaviors, income, spending, and expectations.
1. Survey of Consumer Actions Affected by Inflation
2. Survey of Viewing behavior in Short Videos and Live
Streaming
3. Tracking Survey to Consumer Behaviors
• Utilization survey to new consumer behaviors
• Rankings of hot topic types among consumers
Filipino consumers generally remained as optimistic in October as they were in April; however, optimism among lower-income groups declined significantly.
As the government’s COVID-19 restrictions ease, Filipino consumers are cautiously resuming spending activity. While overall optimism remained the same from April to October, optimism in the lowest income group dropped significantly, while those in the highest income group increased. Optimism among 20- to 24-year-olds also declined. Additionally, approximately 50 percent of respondents believe their finances will be impacted for at least six more months, up from only about 10 percent last April. Overall decreases in spending are expected to soften after the pandemic, but most categories will likely see spending declines linger for the long term.
These exhibits are based on survey data collected in the Philippines from April 17 to 20, and October 1 to 12, 2020.
Para vencer nesse novo normal, as organizações devem prioritariamente aproveitar dados e análises para tomar melhores decisões nesse cenário de incerteza, entender seu cliente e adaptar-se rapidamente, e investir na automação como forma de ser mais eficiente e entregar mais valor.
How concerned is the public about the privacy of their personal information? Has their concern changed over the past two years in light of recent privacy breaches? Previous research by J.D. Power and SSI in 2012 revealed cohort differences in personal data sharing, with older generations engaging in less online behavior and having more serious concerns about consumer privacy. Overall in the US, 68% of people agreed or strongly agreed that existing laws and organizational practices provided a reasonable level of protection for consumer privacy, however 81% of respondents also felt that consumers had lost control over their personal information and its collection/use by companies.
As privacy issues continue to be at the forefront of consumer’s minds, does this translate into higher percentages of respondents in 2014 that believe current laws are not sufficient to protect consumer information and that control over their personal information has continued to degrade? And, perhaps most importantly, how do these perceptions over privacy impact actual consumer behavior (if at all)? This presentation will focus on changes over time in privacy perceptions, differences among markets, and the relationship between consumers with higher levels of privacy concern and their attitudes and behaviors (e.g. providing false information, setting profile to private). Most importantly, the presentation addresses how this may directly impact market researchers- such as a consumer’s willingness to participate in surveys due to privacy concerns.
Data discussed during the sustainability panel | The consumer transformed - Changing behaviours are accelerating trends along a reinvented customer purchase journey
While American optimism on economic recovery continues to recover, over half of US consumers do not expect their routines to return until the latter half of 2021.
These exhibits are based on survey data collected in US from November 9–13, 2020. Check back for regular updates on American consumer sentiments, behaviors, income, spending, and expectations.
Consumers in the Dominican Republic are concerned about the COVID-19 crisis and uncertain about its impact on the economy. Over 50 percent of consumers have mixed feelings about economic recovery.
These exhibits are based on survey data collected in the Dominican Republic from September 1–29, 2020. Check back for regular updates on consumer sentiments, behaviors, income, spending, and expectations.
In order to understand how the pandemic is impacting customer behavior, Hero Digital surveyed 1,008 people about how their behaviors have changed since the start of the COVID-19 crisis. The surveys were conducted using Google Surveys between March 23 and 25, 2020.
Although Japanese consumer optimism about economic recovery is improving steadily, the majority of consumers are still cautious about reengaging in out-of-home activities.
These exhibits are based on survey data collected in Japan from February 24–27, 2021. Check back for regular updates on Japanese consumer sentiments, behaviors, income, spending, and expectations.
Although Japanese consumer optimism about economic recovery is improving steadily, the majority of consumers are still cautious about reengaging in out-of-home activities.
These exhibits are based on survey data collected in Japan from February 24–27, 2021. Check back for regular updates on Japanese consumer sentiments, behaviors, income, spending, and expectations.
Despite an ongoing lockdown, German consumers’ expectations for economic recovery are stable, with half believing their routines will return to normal by the end of 2021.
These exhibits are based on survey data collected in Germany from February 23–27, 2021. Check back for regular updates on German consumer sentiments, behaviors, income, spending, and expectations.
Despite an ongoing lockdown, German consumers’ expectations for economic recovery are stable, with half believing their routines will return to normal by the end of 2021.
These exhibits are based on survey data collected in Germany from February 23–27, 2021. Check back for regular updates on German consumer sentiments, behaviors, income, spending, and expectations.
Despite an ongoing lockdown, German consumers’ expectations for economic recovery are stable, with half believing their routines will return to normal by the end of 2021.
These exhibits are based on survey data collected in Germany from February 23–27, 2021. Check back for regular updates on German consumer sentiments, behaviors, income, spending, and expectations.
Coronavirus Effect of Chinese Consumer Behavior by daxue consultingDaxue Consulting
How the Coronavirus changes Chinese consumer behavior? We observed the Chinese consumer behavior during the Coronavirus and witnessed a radical shift from brick and mortar physical services towards online services in China. What did Chinese consumers buy the most during the epidemic? Where did Chinese consumers shop during the epidemic? How did Chinese consumers entertain themselves at home? Will the consumption boom after COVID-19?
A comprehensive report on the coronavirus effect of Chinese consumer behavior is offered by daxue consulting
Central American consumers from Panama, Costa Rica, Guatemala, Honduras, and El Salvador are most concerned about their safety, the health and safety of their families, and public health generally during the COVID-19 crisis.
These exhibits are based on survey data collected in Central America from September 1–11, 2020. Check back for regular updates on Central American consumer sentiments, behaviors, income, spending, and expectations.
COVID-19 has a great impact on the Chinese economy and consumer behavior, but how about the beauty sector? We did deep dive into the changes in China's beauty market before and after COVID-19 to see how it has been affected by the epidemic. what are the new trends in this market? What are the best practices during the epidemic?
A comprehensive report on the changes in the beauty market in China is offered by daxue consulting - a strategic market research firm.
Similar to Adobe Consumer Outlook Survey Japan Region (20)
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
Analysis insight about a Flyball dog competition team's performanceroli9797
Insight of my analysis about a Flyball dog competition team's last year performance. Find more: https://github.com/rolandnagy-ds/flyball_race_analysis/tree/main
Adjusting OpenMP PageRank : SHORT REPORT / NOTESSubhajit Sahu
For massive graphs that fit in RAM, but not in GPU memory, it is possible to take
advantage of a shared memory system with multiple CPUs, each with multiple cores, to
accelerate pagerank computation. If the NUMA architecture of the system is properly taken
into account with good vertex partitioning, the speedup can be significant. To take steps in
this direction, experiments are conducted to implement pagerank in OpenMP using two
different approaches, uniform and hybrid. The uniform approach runs all primitives required
for pagerank in OpenMP mode (with multiple threads). On the other hand, the hybrid
approach runs certain primitives in sequential mode (i.e., sumAt, multiply).
Adjusting primitives for graph : SHORT REPORT / NOTESSubhajit Sahu
Graph algorithms, like PageRank Compressed Sparse Row (CSR) is an adjacency-list based graph representation that is
Multiply with different modes (map)
1. Performance of sequential execution based vs OpenMP based vector multiply.
2. Comparing various launch configs for CUDA based vector multiply.
Sum with different storage types (reduce)
1. Performance of vector element sum using float vs bfloat16 as the storage type.
Sum with different modes (reduce)
1. Performance of sequential execution based vs OpenMP based vector element sum.
2. Performance of memcpy vs in-place based CUDA based vector element sum.
3. Comparing various launch configs for CUDA based vector element sum (memcpy).
4. Comparing various launch configs for CUDA based vector element sum (in-place).
Sum with in-place strategies of CUDA mode (reduce)
1. Comparing various launch configs for CUDA based vector element sum (in-place).
Techniques to optimize the pagerank algorithm usually fall in two categories. One is to try reducing the work per iteration, and the other is to try reducing the number of iterations. These goals are often at odds with one another. Skipping computation on vertices which have already converged has the potential to save iteration time. Skipping in-identical vertices, with the same in-links, helps reduce duplicate computations and thus could help reduce iteration time. Road networks often have chains which can be short-circuited before pagerank computation to improve performance. Final ranks of chain nodes can be easily calculated. This could reduce both the iteration time, and the number of iterations. If a graph has no dangling nodes, pagerank of each strongly connected component can be computed in topological order. This could help reduce the iteration time, no. of iterations, and also enable multi-iteration concurrency in pagerank computation. The combination of all of the above methods is the STICD algorithm. [sticd] For dynamic graphs, unchanged components whose ranks are unaffected can be skipped altogether.
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Discussion on Vector Databases, Unstructured Data and AI
https://www.meetup.com/unstructured-data-meetup-new-york/
This meetup is for people working in unstructured data. Speakers will come present about related topics such as vector databases, LLMs, and managing data at scale. The intended audience of this group includes roles like machine learning engineers, data scientists, data engineers, software engineers, and PMs.This meetup was formerly Milvus Meetup, and is sponsored by Zilliz maintainers of Milvus.
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Subhajit Sahu
Abstract — Levelwise PageRank is an alternative method of PageRank computation which decomposes the input graph into a directed acyclic block-graph of strongly connected components, and processes them in topological order, one level at a time. This enables calculation for ranks in a distributed fashion without per-iteration communication, unlike the standard method where all vertices are processed in each iteration. It however comes with a precondition of the absence of dead ends in the input graph. Here, the native non-distributed performance of Levelwise PageRank was compared against Monolithic PageRank on a CPU as well as a GPU. To ensure a fair comparison, Monolithic PageRank was also performed on a graph where vertices were split by components. Results indicate that Levelwise PageRank is about as fast as Monolithic PageRank on the CPU, but quite a bit slower on the GPU. Slowdown on the GPU is likely caused by a large submission of small workloads, and expected to be non-issue when the computation is performed on massive graphs.
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Round table discussion of vector databases, unstructured data, ai, big data, real-time, robots and Milvus.
A lively discussion with NJ Gen AI Meetup Lead, Prasad and Procure.FYI's Co-Found
The Building Blocks of QuestDB, a Time Series Databasejavier ramirez
Talk Delivered at Valencia Codes Meetup 2024-06.
Traditionally, databases have treated timestamps just as another data type. However, when performing real-time analytics, timestamps should be first class citizens and we need rich time semantics to get the most out of our data. We also need to deal with ever growing datasets while keeping performant, which is as fun as it sounds.
It is no wonder time-series databases are now more popular than ever before. Join me in this session to learn about the internal architecture and building blocks of QuestDB, an open source time-series database designed for speed. We will also review a history of some of the changes we have gone over the past two years to deal with late and unordered data, non-blocking writes, read-replicas, or faster batch ingestion.