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in title, tags, annotations or urlHow to optimize for entities - 0 views
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Open up textrazor.com/demo and paste the text into the box.
Natural language processing to build a semantic database - 0 views
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Google obtains information about entities and their relationships to each other from the following sources: CIA World Factbook, Wikipedia / Wikidata (formerly Freebase) Google+ and Google My Business, respectively Structured data (schema.org) Web crawling Licensed data
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Named Entity Analysis and Extraction: This aspect should be familiar to us from the previous papers. It attempts to identify words with a “known” meaning and assign them to classes of entity types. In general, named entities are people, places, and things (nouns). Entities may also contain product names. These are generally the words that trigger a Knowledge Panel. However, words that do not trigger their own Knowledge Panel can also be entities.
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"For this, Google can use the already verified data from (semi-)structured databases like the Knowledge Graph, Wikipedia … as training data to learn to assign unstructured information to existing models or classes and to recognize new patterns. This is where Natural Language Processing in the form of BERT and MUM plays the crucial role. Using Natural Language Processing, Google is able to access a huge range of unstructured information from the entire crawlable world wide web. The final major challenge is validating the accuracy of the information. The solution could be a further development of the Knowledge Vault."
Google's March 2022 Product Reviews Update (PRU) - Findings and observations from the affiliate front lines - 0 views
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sites should consider providing links to more than one retailer to purchase products
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against Amazon’s TOS
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my recommendation is to link to more than one seller, if possible (to future-proof your site), but it’s not a requirement as of now
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How AI powers great search results - 0 views
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RankBrain continues to be one of the major AI systems powering Search today.
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BERT understands words in a sequence and how they relate to each other, so it ensures we don’t drop important words from your query — no matter how small they are.
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MUM is not currently used to help rank and improve the quality of search results like RankBrain, neural matching and BERT systems do.
Everything Publishers Need to Know About URLs - 0 views
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if you’re currently getting good traffic from Google News and Top Stories, don’t change any part of your domain name.
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don’t change section URLs unless you really need to.
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Including folder names in the URL can help Google identify relevant entities that apply to the section, but there doesn’t need to be a hierarchical relationship.
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Use of AI for SEO and content to grow 5x this year - 0 views
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Why we care. Economic uncertainty has kept marketing budgets flat (or even reduced) and put greater focus on SEO this year.
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Google has warned against using AI-generated content for years – although that guideline has softened in 2023. Now, Google cares less whether a human or AI writes your content, as long as your content is helpful to people and not created to manipulate the search results.
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For every $1 put into SEO today, organizations can find compounded benefits over time, resulting in greater ROI, Yu said.
Google launches new Google Trends portal - 0 views
DALL·E API now available in public beta - 0 views
DALL·E - 0 views
Google Optimize Sunset - Optimize Resource Hub - 0 views
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September 30, 2023.
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we are collaborating on integrations with the following A/B testing providers (listed in alphabetical order): AB Tasty Optimizely VWO We will make our APIs publicly available so anyone can integrate their A/B testing tool with Google Analytics in the coming months.
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We encourage all users to download their historical data from within the Optimize user interface before September 30, 2023.
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