This document outlines a project to provide personalized real-time news updates to users based on keywords extracted from their social media data. It describes collecting data from social networks, processing and extracting keywords, verifying keywords by extracting relevant news articles, and implementing a feedback mechanism. The author was responsible for querying news websites and developing the user interface. The project used Python and Tkinter and aimed to provide useful personalized news to users based on trends in their social networks.
Who You Should Not Follow: Extracting Word Embeddings from Tweets to Identify...JAYAPRAKASH JPINFOTECH
Who You Should Not Follow: Extracting Word Embeddings from Tweets to Identify Groups of Interest and Hijackers in Demonstrations
To buy this project in ONLINE, Contact:
Email: jpinfotechprojects@gmail.com,
Website: https://www.jpinfotech.org
Este documento proporciona instrucciones en 4 pasos para compartir archivos en Google Docs con cuentas institucionales: 1) seleccionar la opción compartir, 2) seleccionar la opción "más", 3) seleccionar la opción "Si: cualquier usuario con enlace" y establecer el acceso en "Puede editar", y 4) copiar y pegar el enlace en la lista de curso.
Dieser Vortrag richtet sich an Anwender und an Einsteiger in das Thema Soziale Netzwerke (Social Network Services, SNS).
Es werden die bekanntesten Vertreter vorgestellt, darauf folgt ein Teil der die wichtigsten Komponenten eines SNS erläutert.
Dies wird anhand von Praxisbeispielen vertieft.
In einem zweiten Teil wird auf Chancen und Risiko eingegangen.
Mögliche Sicherheitseinstellungen werden besprochen, und es wird auf Stolperstellen und Unklarheiten in den Interfaces bekannter Anbieter hingewiesen.
Defining Social Media in Switzerland - 02/2010 updateSabine Dufaux
This document provides statistics on social media usage in Switzerland from January 2010, comparing it to worldwide usage. It shows that Facebook had the highest reach in Switzerland at 42% of internet users, followed by MySpace, Flickr, Twitter, and LinkedIn all under 5% reach. Usage varied by age, gender, education level and income level for each platform. Some platforms like YouTube, foursquare and gowalla had no Swiss usage data available from Google Ad Planner.
Defining Social Media in Switzerland - June 2010Sabine Dufaux
The document analyzes social media usage trends in Switzerland based on data from June 2010. It finds that Facebook levels off at around 2.6 million unique users while Twitter and platforms like Scribd, Slideshare, and Vimeo see small gains. In contrast, MySpace and Flickr continue to lose users in Switzerland as on a global level. The report provides breakdowns of social network usage by age, gender, and other metrics to give an overview of the evolving social media landscape in Switzerland.
Unser Social Media Cheat Sheet bietet Unternehmen und Agenturen eine einfache Übersicht über die bedeutendsten Plattformen in der Schweiz. Welche werden wofür eingesetzt? Was sind die Interaktions-und Einsatzbereiche?
Ein Überblick ist die Voraussetzung für eine klare Zielformulierung jeder Social Media Strategie.
Autorin: Naomi Meran, Nemuk AG
Inspired by: Flowtown
This document outlines a project to provide personalized real-time news updates to users based on keywords extracted from their social media data. It describes collecting data from social networks, processing and extracting keywords, verifying keywords by extracting relevant news articles, and implementing a feedback mechanism. The author was responsible for querying news websites and developing the user interface. The project used Python and Tkinter and aimed to provide useful personalized news to users based on trends in their social networks.
Who You Should Not Follow: Extracting Word Embeddings from Tweets to Identify...JAYAPRAKASH JPINFOTECH
Who You Should Not Follow: Extracting Word Embeddings from Tweets to Identify Groups of Interest and Hijackers in Demonstrations
To buy this project in ONLINE, Contact:
Email: jpinfotechprojects@gmail.com,
Website: https://www.jpinfotech.org
Este documento proporciona instrucciones en 4 pasos para compartir archivos en Google Docs con cuentas institucionales: 1) seleccionar la opción compartir, 2) seleccionar la opción "más", 3) seleccionar la opción "Si: cualquier usuario con enlace" y establecer el acceso en "Puede editar", y 4) copiar y pegar el enlace en la lista de curso.
Dieser Vortrag richtet sich an Anwender und an Einsteiger in das Thema Soziale Netzwerke (Social Network Services, SNS).
Es werden die bekanntesten Vertreter vorgestellt, darauf folgt ein Teil der die wichtigsten Komponenten eines SNS erläutert.
Dies wird anhand von Praxisbeispielen vertieft.
In einem zweiten Teil wird auf Chancen und Risiko eingegangen.
Mögliche Sicherheitseinstellungen werden besprochen, und es wird auf Stolperstellen und Unklarheiten in den Interfaces bekannter Anbieter hingewiesen.
Defining Social Media in Switzerland - 02/2010 updateSabine Dufaux
This document provides statistics on social media usage in Switzerland from January 2010, comparing it to worldwide usage. It shows that Facebook had the highest reach in Switzerland at 42% of internet users, followed by MySpace, Flickr, Twitter, and LinkedIn all under 5% reach. Usage varied by age, gender, education level and income level for each platform. Some platforms like YouTube, foursquare and gowalla had no Swiss usage data available from Google Ad Planner.
Defining Social Media in Switzerland - June 2010Sabine Dufaux
The document analyzes social media usage trends in Switzerland based on data from June 2010. It finds that Facebook levels off at around 2.6 million unique users while Twitter and platforms like Scribd, Slideshare, and Vimeo see small gains. In contrast, MySpace and Flickr continue to lose users in Switzerland as on a global level. The report provides breakdowns of social network usage by age, gender, and other metrics to give an overview of the evolving social media landscape in Switzerland.
Unser Social Media Cheat Sheet bietet Unternehmen und Agenturen eine einfache Übersicht über die bedeutendsten Plattformen in der Schweiz. Welche werden wofür eingesetzt? Was sind die Interaktions-und Einsatzbereiche?
Ein Überblick ist die Voraussetzung für eine klare Zielformulierung jeder Social Media Strategie.
Autorin: Naomi Meran, Nemuk AG
Inspired by: Flowtown
Willem Sodderland is the CEO & Founder of Buzzer, Europe's leading Word of Mouth Marketing agency. He is presenting 'Word of Mouth, the Currency of Social Media', at the Social Media Marketing Tag in Winterthur, Switzerland, on the 8th of september 2010. The conference was organized by GS1.
Defining Social Media in Switzerland - April 2010Sabine Dufaux
The document analyzes social media usage trends in Switzerland from September 2009 to April 2010 based on data from DoubleClick Ad Planner. It finds that while the number of unique visitors to social networks in Switzerland has increased over time, reaching 2.6 million unique visitors to Facebook in April 2010, Switzerland still lags significantly behind global leaders like the US in terms of social media penetration and usage. The data also shows that social networks in Switzerland tend to attract more female than male users and that users spend less time on social media sites than the global average.
Presence Switzerland - Web and Social Media activities Yan Luong
Switzerland's public diplomacy office runs information platforms and digital campaigns to promote Switzerland internationally. They view themselves as a media organization with an audience and aim to simplify information by converting text to infographics. They also curate news about Switzerland by monitoring, filtering, and building on third party credibility. During events, they employ content strategies including owned content like videos and pictures as well as aggregated and user generated content, and work with influencers through activities like contests and livetweeting panels.
How Social Is your Media - about tactics and strategy for Switzerland Convent...Ruud Janssen, DES, CMM
The document discusses social media strategy and implementation. It provides examples of how to use different social media tools like Facebook, LinkedIn, and Twitter for personal, organizational, community and market objectives. It emphasizes the importance of having clear objectives and strategies, and outlines elements to consider like messaging, advertising, and listening across global, community, organizational and personal levels. Tactics discussed include analytics dashboards, conversation mining, and workshops to explore customer touchpoints. Resources for further information are also provided.
Neun von zehn Schweizer Unternehmen, Behörden, Nonprofit-Organisationen engagieren sich aktiv auf Social Media. Auf welchen Plattformen? Wie strategisch? Welche Organisations-Bereiche sind integriert? Mit wie viel Monitoring und Ressourcen?
Antworten liefert die «Bernet ZHAW Studie Social Media Schweiz 2016» hier im Download oder in Kurzfassung im bernetblog.ch. Die Grafiken gibt es auch bei Flickr, Tweets bei #SocialMediaCH16 und die Studie im Schnelldurchlauf bei YouTube.
Marshall Manson and James Whatley are back with their latest set of predictions for the social media year ahead.
This document outlines a brief review of the previous year's predictions and ideas as well as a more in-depth look at the thoughts, trends and predictions for 2015.
Enjoy!
We Are Social's comprehensive new report covers internet, social media and mobile usage statistics from all over the world. It contains more than 350 infographics, including global snapshots, regional overviews, and in-depth profiles of 30 of the world's largest economies. For a more insightful analysis of these numbers, please visit http://bit.ly/SDMW2015
- More than half of the world's population now uses the internet, with global internet users growing 8% year-over-year. Mobile internet and social media usage are also growing significantly.
- Social media users grew over 20% in the past year to over 2.5 billion active users monthly. Mobile social media use in particular saw 30% growth.
- The report provides statistics on internet, social media, and mobile usage globally and by region, finding continued growth in connectivity and usage around the world.
We Are Social's comprehensive new Digital in 2016 report presents internet, social media, and mobile usage statistics and trends from all over the world. It contains more than 500 infographics, including global data snapshots, regional overviews, and in-depth profiles of the digital landscapes in 30 of the world's key economies. For a more insightful analysis of the numbers contained in this report, please visit http://bit.ly/DSM2016ES.
A workshop about Social Network Analysis and Condor software developed by Peter Gloor, MIT. The workshop aimed to provide an introduction for design students into SNA and this free software tool for SNA.
A guide to understanding Social Media Monitoring in everyday language. Highlighting Why it is important; what should be done with the data; and how to find a tool.
Sentiment Analysis is the process of finding the sentiments from different classes of words.
Generally speaking, sentiment analysis aims to determine the attitude of a speaker or a writer with
respect to some topic or the overall contextual polarity of a document. The attitude may be his or
her judgment or evaluation, affective state, or the intended emotional communication. In this case,
‘tweets’! Given a micro-blogging platform where official, verified tweets are available to us, we
need to identify the sentiments of those tweets. A model must be constructed where the sentiments
are scored, for each product individually and then they are compared with, diagrammatically,
portraying users’ feedback from the producers stand point.
There are many websites that offer a comparison between various products or services based on
certain features of the article such as its predominant traits, price, and its welcome in the market and
so on. However not many provide a juxtaposing of commodities with user review as the focal point.
Those few that do work with Naïve Bayes Machine Learning Algorithms, that poses a disadvantage
as it mandatorily assumes that the features, in our project, words, are independent of each other.
This is a comparatively inefficient method of performing Sentiment Analysis on bulk text, for
official purposes, since sentences will not give the meaning they are supposed to convey, if each
word is considered a separate entity. Maximum Entropy Classifier overcomes this draw back by
limiting the assumptions it makes of the input data feed, which is what we use in the proposed
system.
The document discusses how social media is changing communication and strategies for using social media. It outlines trends like the rise of platforms like Facebook and Twitter and spending more time on social versus traditional media. It also provides best practices for social media strategies, including responding quickly, engaging audiences, and using social media for crisis communication and adding value for customers.
This document discusses an issue tracking solution from NetBase that allows companies to monitor social media conversations in real-time to identify emerging issues that could threaten their brand reputation. The solution provides analytics and insights into topics of interest to help companies understand public sentiment and influencers to craft timely and appropriate responses before small problems become crises. It is built on NetBase's enterprise social intelligence platform which processes billions of social media posts using natural language processing to extract structured insights.
The document discusses using new technologies like social media, blogs, and online training to enhance teaching and learning. It provides examples of how these tools can be used, such as using online registration and surveys to streamline training, including interactive elements like audience response systems, and connecting with learners through social networks. Guidelines are offered for developing an effective strategy, including understanding your audience, defining objectives, developing a plan, and choosing appropriate technologies to meet goals.
The document discusses using new technologies like social media, blogs, and online training to enhance teaching and learning. It provides examples of how these tools can be used, such as using online registration for in-person trainings, including audience response systems, and creating multimedia online training content. The document also summarizes popular social media platforms like blogs, Twitter, Facebook and their growing use in communication, networking, and education. It emphasizes the importance of understanding your audience and objectives before selecting appropriate technologies.
Diy research trends webinar(2) revised(2)QuestionPro
The document summarizes top marketing research trends, including using social media and text analytics to track consumer sentiment, running surveys on mobile devices, and crowdsourcing ideas from customers. It also promotes several tools from Survey Analytics and partner companies that can help companies take advantage of these trends, such as DiscoverText for text analysis, IdeaScale for crowdsourcing, and SurveySwipe/SurveyPocket for mobile surveys.
1) The document describes a project where the author aided in research on designing sensors for a new smart media building called Pandora for nomadic workers at VEGA Park in Italy.
2) The author's research involved analyzing sentiment on Twitter to understand the mood of the Pandora community and designing a dynamic image that represents sentiment. Activities to engage the community around sustainability were also designed.
3) A "P-case" was proposed that uses NFC technology to allow community members to check-in to activities, earn reward points for sustainable actions, and see how their collective actions impact a dynamic "Pandora tree" image representing the community.
Willem Sodderland is the CEO & Founder of Buzzer, Europe's leading Word of Mouth Marketing agency. He is presenting 'Word of Mouth, the Currency of Social Media', at the Social Media Marketing Tag in Winterthur, Switzerland, on the 8th of september 2010. The conference was organized by GS1.
Defining Social Media in Switzerland - April 2010Sabine Dufaux
The document analyzes social media usage trends in Switzerland from September 2009 to April 2010 based on data from DoubleClick Ad Planner. It finds that while the number of unique visitors to social networks in Switzerland has increased over time, reaching 2.6 million unique visitors to Facebook in April 2010, Switzerland still lags significantly behind global leaders like the US in terms of social media penetration and usage. The data also shows that social networks in Switzerland tend to attract more female than male users and that users spend less time on social media sites than the global average.
Presence Switzerland - Web and Social Media activities Yan Luong
Switzerland's public diplomacy office runs information platforms and digital campaigns to promote Switzerland internationally. They view themselves as a media organization with an audience and aim to simplify information by converting text to infographics. They also curate news about Switzerland by monitoring, filtering, and building on third party credibility. During events, they employ content strategies including owned content like videos and pictures as well as aggregated and user generated content, and work with influencers through activities like contests and livetweeting panels.
How Social Is your Media - about tactics and strategy for Switzerland Convent...Ruud Janssen, DES, CMM
The document discusses social media strategy and implementation. It provides examples of how to use different social media tools like Facebook, LinkedIn, and Twitter for personal, organizational, community and market objectives. It emphasizes the importance of having clear objectives and strategies, and outlines elements to consider like messaging, advertising, and listening across global, community, organizational and personal levels. Tactics discussed include analytics dashboards, conversation mining, and workshops to explore customer touchpoints. Resources for further information are also provided.
Neun von zehn Schweizer Unternehmen, Behörden, Nonprofit-Organisationen engagieren sich aktiv auf Social Media. Auf welchen Plattformen? Wie strategisch? Welche Organisations-Bereiche sind integriert? Mit wie viel Monitoring und Ressourcen?
Antworten liefert die «Bernet ZHAW Studie Social Media Schweiz 2016» hier im Download oder in Kurzfassung im bernetblog.ch. Die Grafiken gibt es auch bei Flickr, Tweets bei #SocialMediaCH16 und die Studie im Schnelldurchlauf bei YouTube.
Marshall Manson and James Whatley are back with their latest set of predictions for the social media year ahead.
This document outlines a brief review of the previous year's predictions and ideas as well as a more in-depth look at the thoughts, trends and predictions for 2015.
Enjoy!
We Are Social's comprehensive new report covers internet, social media and mobile usage statistics from all over the world. It contains more than 350 infographics, including global snapshots, regional overviews, and in-depth profiles of 30 of the world's largest economies. For a more insightful analysis of these numbers, please visit http://bit.ly/SDMW2015
- More than half of the world's population now uses the internet, with global internet users growing 8% year-over-year. Mobile internet and social media usage are also growing significantly.
- Social media users grew over 20% in the past year to over 2.5 billion active users monthly. Mobile social media use in particular saw 30% growth.
- The report provides statistics on internet, social media, and mobile usage globally and by region, finding continued growth in connectivity and usage around the world.
We Are Social's comprehensive new Digital in 2016 report presents internet, social media, and mobile usage statistics and trends from all over the world. It contains more than 500 infographics, including global data snapshots, regional overviews, and in-depth profiles of the digital landscapes in 30 of the world's key economies. For a more insightful analysis of the numbers contained in this report, please visit http://bit.ly/DSM2016ES.
A workshop about Social Network Analysis and Condor software developed by Peter Gloor, MIT. The workshop aimed to provide an introduction for design students into SNA and this free software tool for SNA.
A guide to understanding Social Media Monitoring in everyday language. Highlighting Why it is important; what should be done with the data; and how to find a tool.
Sentiment Analysis is the process of finding the sentiments from different classes of words.
Generally speaking, sentiment analysis aims to determine the attitude of a speaker or a writer with
respect to some topic or the overall contextual polarity of a document. The attitude may be his or
her judgment or evaluation, affective state, or the intended emotional communication. In this case,
‘tweets’! Given a micro-blogging platform where official, verified tweets are available to us, we
need to identify the sentiments of those tweets. A model must be constructed where the sentiments
are scored, for each product individually and then they are compared with, diagrammatically,
portraying users’ feedback from the producers stand point.
There are many websites that offer a comparison between various products or services based on
certain features of the article such as its predominant traits, price, and its welcome in the market and
so on. However not many provide a juxtaposing of commodities with user review as the focal point.
Those few that do work with Naïve Bayes Machine Learning Algorithms, that poses a disadvantage
as it mandatorily assumes that the features, in our project, words, are independent of each other.
This is a comparatively inefficient method of performing Sentiment Analysis on bulk text, for
official purposes, since sentences will not give the meaning they are supposed to convey, if each
word is considered a separate entity. Maximum Entropy Classifier overcomes this draw back by
limiting the assumptions it makes of the input data feed, which is what we use in the proposed
system.
The document discusses how social media is changing communication and strategies for using social media. It outlines trends like the rise of platforms like Facebook and Twitter and spending more time on social versus traditional media. It also provides best practices for social media strategies, including responding quickly, engaging audiences, and using social media for crisis communication and adding value for customers.
This document discusses an issue tracking solution from NetBase that allows companies to monitor social media conversations in real-time to identify emerging issues that could threaten their brand reputation. The solution provides analytics and insights into topics of interest to help companies understand public sentiment and influencers to craft timely and appropriate responses before small problems become crises. It is built on NetBase's enterprise social intelligence platform which processes billions of social media posts using natural language processing to extract structured insights.
The document discusses using new technologies like social media, blogs, and online training to enhance teaching and learning. It provides examples of how these tools can be used, such as using online registration and surveys to streamline training, including interactive elements like audience response systems, and connecting with learners through social networks. Guidelines are offered for developing an effective strategy, including understanding your audience, defining objectives, developing a plan, and choosing appropriate technologies to meet goals.
The document discusses using new technologies like social media, blogs, and online training to enhance teaching and learning. It provides examples of how these tools can be used, such as using online registration for in-person trainings, including audience response systems, and creating multimedia online training content. The document also summarizes popular social media platforms like blogs, Twitter, Facebook and their growing use in communication, networking, and education. It emphasizes the importance of understanding your audience and objectives before selecting appropriate technologies.
Diy research trends webinar(2) revised(2)QuestionPro
The document summarizes top marketing research trends, including using social media and text analytics to track consumer sentiment, running surveys on mobile devices, and crowdsourcing ideas from customers. It also promotes several tools from Survey Analytics and partner companies that can help companies take advantage of these trends, such as DiscoverText for text analysis, IdeaScale for crowdsourcing, and SurveySwipe/SurveyPocket for mobile surveys.
1) The document describes a project where the author aided in research on designing sensors for a new smart media building called Pandora for nomadic workers at VEGA Park in Italy.
2) The author's research involved analyzing sentiment on Twitter to understand the mood of the Pandora community and designing a dynamic image that represents sentiment. Activities to engage the community around sustainability were also designed.
3) A "P-case" was proposed that uses NFC technology to allow community members to check-in to activities, earn reward points for sustainable actions, and see how their collective actions impact a dynamic "Pandora tree" image representing the community.
This document discusses social networking tools and strategies for measuring return on investment from social media. It provides statistics on popular social networking sites and tools. It then discusses approaches for businesses and individuals to engage with social media and ride the hype of social networking through blogging, Twitter, forums, Facebook and other platforms. Metrics for measuring social media ROI qualitatively through surveys and feedback or quantitatively through new subscribers, customers and links are also presented.
The document discusses an influencer discovery solution from NetBase that helps identify key influencers and advocates for brands on social media. The solution uses NetBase's social intelligence platform to analyze billions of social posts and conversations from over 165 million global sources using natural language processing and machine learning. This allows the solution to identify influential authors, understand what influencers like and dislike about brands, measure influencer sentiment trends over time, and provide insights to encourage advocates and address detractors. The solution helps brands increase message reach, discover new influencers, gain market traction, and make better marketing decisions.
The presentation was delivered November 13, 2009 by Marlena Reed and Sharon Goldmacher of Atlanta based marketing firm communications 21 to the National Credit Reporting Association.
Joanne Jacobs: How to use Social Media for Small BusinessLike Minds
This document discusses tools and strategies for social media use by local businesses. It identifies key social media tools including social networks, business networks, real-time messaging, rich media sites, social bookmarking, blogs and RSS feeds. It recommends choosing tools based on business goals like establishing authority, customer service, advertising, community engagement or product development. The document provides examples of how to effectively engage with customers online, allocate staff time to social media, and track performance metrics like brand mentions, workload reduction, brand awareness and sales.
Introduction To Social Media MBA Class At Webster UniversityCollin Condray
This document provides an introduction to social media and how businesses can utilize social media. It defines social media as technologies that allow people to get things from each other rather than traditional institutions. The document outlines different forms of social media like blogs, podcasts, videos, social networking sites, forums, ratings/reviews, wikis, and RSS feeds. It also discusses how businesses can develop a social media strategy by listening to conversations, engaging with customers, and measuring the results. The key aspects of a strategy are identifying goals and objectives, choosing the right social media tools, and getting involved in conversations to build connections.
The document discusses the evolution of how people consume news and content through digital and mobile platforms. It outlines the opportunity for a news aggregation and content discovery app, describing its proposed features to aggregate news into short summaries using artificial intelligence, discover contextual and branded content around news topics, and generate revenue through sponsored content and affiliate programs. An execution plan and competitive landscape are presented to launch the app in phases to reach thousands of users and generate pre-revenue and revenue.
Social media refers to internet- and mobile-based tools used to share and discuss information among people. It is a marketing tool that can be used to engage customers, generate awareness, and make money. While forms of social interaction have always existed, modern social media allows real-time sharing of information with broad audiences. Examples like Facebook, Twitter, YouTube and Wikipedia show that social media is highly relevant, with billions of active users and growing importance in how information is consumed and brands are perceived. Social media matters to business because consumers now research products online and businesses need to actively engage customers through these new channels.
Social media refers to internet- and mobile-based tools used to share and discuss information among people. It is a marketing tool that can be used to engage customers, generate awareness, and make money. Several examples of popular social media sites are provided that demonstrate the large number of active users and relevance for businesses. Effective social media use requires identifying appropriate tools to engage customers, integrating social media into business operations, and determining metrics to measure success.
HSM Global-Madrid featuring Charlene LiCharlene Li
This document provides guidance on creating a coherent social media strategy. It discusses assessing organizational readiness, setting objectives, learning about customers through social media, engaging in dialog, using social platforms to provide support and drive innovation. Key recommendations include understanding customer social behaviors, integrating social data into workflows, encouraging two-way conversations, scaling social support, and developing open leadership to give up some control while inspiring commitment. The document advocates a holistic strategic approach to social media focused on building relationships.
Semantic Data Search and Analysis Using Web-based User-Generated Knowledge Basesmaria.grineva
This document discusses using web-based user-generated knowledge bases like Wikipedia and Twitter to perform semantic data search and analysis. It describes developing a technology that extracts semantic information from these sources and applies it to organize news, blogs, and enterprise documents. The goal is to build a scalable open source framework that performs tasks like word sense disambiguation, semantic search, and personalized news generation using real-time information from Twitter.
Triggy is a system that provides real-time analytics capabilities. It is based on Cassandra, a distributed key-value store, and extends it to support push-style incremental processing of streaming data using a modified MapReduce programming model. Triggy scales computation and data storage together across nodes and can handle high volumes of streaming data with low latency for applications like real-time advertising and social media analytics. Other similar systems like Yahoo!’s S4 and Google’s Percolator also aim to enable real-time analytics but use different approaches and may not support real-time processing or incremental scaling in the same way.
This document discusses analytics for the real-time web. It describes how real-time web, enabled by mobile devices and social sharing, requires real-time incremental processing instead of batch processing. The author's system, Triggy, is presented as a solution. Triggy extends the Cassandra distributed key-value store with push-style processing and synchronization to incrementally update aggregate results. Experiments show Triggy can handle high throughput workloads like tweet counting. Similar systems like Yahoo! S4 and Google Percolator are also discussed. Potential applications mentioned include social media optimization, real-time news recommendations, advertising, and game analytics.
This document discusses using Twitter lists to filter social media content by topic. It notes that 75% of online news consumers get news shared through social media, and over half share links. Twitter lists allow manually grouping users by topic discussed. The approach aims to automatically identify the niche topic of a Twitter list in real-time, improving the topic identification based on the global Twitter stream. Both textual and social features would be used to classify tweets, examining the interconnectedness of users in lists to identify central vs outlier users.
Architecture of Native XML Database Sednamaria.grineva
Sedna is a document database with APIs for C, Java, Scheme, OmniMark, Python, PHP, and .Net. The core C API allows for session management, transactions, query execution and result processing, and data loading. The Sedna architecture also includes an open socket protocol and extensibility of the basic C API to create new APIs.
XQuery Triggers in Native XML Database Sednamaria.grineva
XQuery triggers allow triggering actions in response to XML document changes in Sedna, an XML database. Triggers are defined using XQuery and can fire before or after insert, delete, or replace operations on nodes or entire statements. Triggers enable capabilities like integrity constraints and statistics monitoring. Sedna implements triggers efficiently using fixators on the schema to quickly detect triggered updates.
Extracting Key Terms From Noisy and Multi-theme Documentsmaria.grineva
The document summarizes a method for extracting key terms from documents using Wikipedia as a knowledge base. It models documents as semantic graphs connecting terms based on their relatedness as computed from Wikipedia. It then uses network analysis techniques to detect communities in these graphs, ranking the communities to select those most likely to contain key terms over noise or ambiguous terms. An evaluation found the method outperformed statistical and graph-based approaches on both noise-free and noisy, multi-theme documents without requiring training data.
Introducing Milvus Lite: Easy-to-Install, Easy-to-Use vector database for you...Zilliz
Join us to introduce Milvus Lite, a vector database that can run on notebooks and laptops, share the same API with Milvus, and integrate with every popular GenAI framework. This webinar is perfect for developers seeking easy-to-use, well-integrated vector databases for their GenAI apps.
Dr. Sean Tan, Head of Data Science, Changi Airport Group
Discover how Changi Airport Group (CAG) leverages graph technologies and generative AI to revolutionize their search capabilities. This session delves into the unique search needs of CAG’s diverse passengers and customers, showcasing how graph data structures enhance the accuracy and relevance of AI-generated search results, mitigating the risk of “hallucinations” and improving the overall customer journey.
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfMalak Abu Hammad
Discover how MongoDB Atlas and vector search technology can revolutionize your application's search capabilities. This comprehensive presentation covers:
* What is Vector Search?
* Importance and benefits of vector search
* Practical use cases across various industries
* Step-by-step implementation guide
* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
Perfect for developers, AI enthusiasts, and tech leaders. Learn how to leverage MongoDB Atlas to deliver highly relevant, context-aware search results, transforming your data retrieval process. Stay ahead in tech innovation and maximize the potential of your applications.
#MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology
In his public lecture, Christian Timmerer provides insights into the fascinating history of video streaming, starting from its humble beginnings before YouTube to the groundbreaking technologies that now dominate platforms like Netflix and ORF ON. Timmerer also presents provocative contributions of his own that have significantly influenced the industry. He concludes by looking at future challenges and invites the audience to join in a discussion.
Generative AI Deep Dive: Advancing from Proof of Concept to ProductionAggregage
Join Maher Hanafi, VP of Engineering at Betterworks, in this new session where he'll share a practical framework to transform Gen AI prototypes into impactful products! He'll delve into the complexities of data collection and management, model selection and optimization, and ensuring security, scalability, and responsible use.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
Alt. GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using ...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...SOFTTECHHUB
The choice of an operating system plays a pivotal role in shaping our computing experience. For decades, Microsoft's Windows has dominated the market, offering a familiar and widely adopted platform for personal and professional use. However, as technological advancements continue to push the boundaries of innovation, alternative operating systems have emerged, challenging the status quo and offering users a fresh perspective on computing.
One such alternative that has garnered significant attention and acclaim is Nitrux Linux 3.5.0, a sleek, powerful, and user-friendly Linux distribution that promises to redefine the way we interact with our devices. With its focus on performance, security, and customization, Nitrux Linux presents a compelling case for those seeking to break free from the constraints of proprietary software and embrace the freedom and flexibility of open-source computing.
“An Outlook of the Ongoing and Future Relationship between Blockchain Technologies and Process-aware Information Systems.” Invited talk at the joint workshop on Blockchain for Information Systems (BC4IS) and Blockchain for Trusted Data Sharing (B4TDS), co-located with with the 36th International Conference on Advanced Information Systems Engineering (CAiSE), 3 June 2024, Limassol, Cyprus.
Communications Mining Series - Zero to Hero - Session 1DianaGray10
This session provides introduction to UiPath Communication Mining, importance and platform overview. You will acquire a good understand of the phases in Communication Mining as we go over the platform with you. Topics covered:
• Communication Mining Overview
• Why is it important?
• How can it help today’s business and the benefits
• Phases in Communication Mining
• Demo on Platform overview
• Q/A
Sudheer Mechineni, Head of Application Frameworks, Standard Chartered Bank
Discover how Standard Chartered Bank harnessed the power of Neo4j to transform complex data access challenges into a dynamic, scalable graph database solution. This keynote will cover their journey from initial adoption to deploying a fully automated, enterprise-grade causal cluster, highlighting key strategies for modelling organisational changes and ensuring robust disaster recovery. Learn how these innovations have not only enhanced Standard Chartered Bank’s data infrastructure but also positioned them as pioneers in the banking sector’s adoption of graph technology.
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slackshyamraj55
Discover the seamless integration of RPA (Robotic Process Automation), COMPOSER, and APM with AWS IDP enhanced with Slack notifications. Explore how these technologies converge to streamline workflows, optimize performance, and ensure secure access, all while leveraging the power of AWS IDP and real-time communication via Slack notifications.
20 Comprehensive Checklist of Designing and Developing a WebsitePixlogix Infotech
Dive into the world of Website Designing and Developing with Pixlogix! Looking to create a stunning online presence? Look no further! Our comprehensive checklist covers everything you need to know to craft a website that stands out. From user-friendly design to seamless functionality, we've got you covered. Don't miss out on this invaluable resource! Check out our checklist now at Pixlogix and start your journey towards a captivating online presence today.
Unlocking Productivity: Leveraging the Potential of Copilot in Microsoft 365, a presentation by Christoforos Vlachos, Senior Solutions Manager – Modern Workplace, Uni Systems
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AIVladimir Iglovikov, Ph.D.
Presented by Vladimir Iglovikov:
- https://www.linkedin.com/in/iglovikov/
- https://x.com/viglovikov
- https://www.instagram.com/ternaus/
This presentation delves into the journey of Albumentations.ai, a highly successful open-source library for data augmentation.
Created out of a necessity for superior performance in Kaggle competitions, Albumentations has grown to become a widely used tool among data scientists and machine learning practitioners.
This case study covers various aspects, including:
People: The contributors and community that have supported Albumentations.
Metrics: The success indicators such as downloads, daily active users, GitHub stars, and financial contributions.
Challenges: The hurdles in monetizing open-source projects and measuring user engagement.
Development Practices: Best practices for creating, maintaining, and scaling open-source libraries, including code hygiene, CI/CD, and fast iteration.
Community Building: Strategies for making adoption easy, iterating quickly, and fostering a vibrant, engaged community.
Marketing: Both online and offline marketing tactics, focusing on real, impactful interactions and collaborations.
Mental Health: Maintaining balance and not feeling pressured by user demands.
Key insights include the importance of automation, making the adoption process seamless, and leveraging offline interactions for marketing. The presentation also emphasizes the need for continuous small improvements and building a friendly, inclusive community that contributes to the project's growth.
Vladimir Iglovikov brings his extensive experience as a Kaggle Grandmaster, ex-Staff ML Engineer at Lyft, sharing valuable lessons and practical advice for anyone looking to enhance the adoption of their open-source projects.
Explore more about Albumentations and join the community at:
GitHub: https://github.com/albumentations-team/albumentations
Website: https://albumentations.ai/
LinkedIn: https://www.linkedin.com/company/100504475
Twitter: https://x.com/albumentations