Google Search Patents 2020: The Mega-Post Roundup
GLANCE THROUGH the record of Google patents throughout the year that handed. Right Here’s the compilation of Search Patents of hobby for 2020.Google AssistantAuthorshipConversational Seek / VoiceDiscoverEntitiesImage SearchIndexingKnowledge GraphLocalLinksMachine LearningMobileNLPNeural NetworksPersonalizationPredictiveQuery ClassificationRanking / ScoringRecommendation EngineSearchingSemanticSocial NetworkingSpamTemporalVectorsVideos

Hello and welcome to our nice, large, mega-publish round-up of Google Seek patents from 2020.

throughout the yr, I spend time collecting and writing approximately Google Seek patents which are of hobby to the WEBSITE POSITIONING neighborhood. I also write concerning the attention-grabbing ones every now and again here on Search Engine Magazine.

Now that we’ve made it to 2021 (thank goodness), i wished to proportion the entire 2020 assortment with you.

They’re grouped to make things easier and in order that when you’d like to do some analysis in a selected house, you can dig in.

And that’s the article, actually — no person reads those for amusing! Smartly, I do, but I’m bizarre (so the missus tells me).

It’s all about looking to learn extra approximately more than a few sides of knowledge retrieval and Google’s set of rules. i hope you find it useful.

Google Assistant

Implementations for voice assistant on devices Proactive virtual assistant Invoking an automated assistant to perform multiple tasks via a person command Tailoring an interactive dialog application in line with writer supplied content material Computerized assistants that accommodate a couple of age groups and/or vocabulary levels State-established query response Detecting and correcting attainable errors in person behavior Techniques, methods, and apparatus for offering symbol shortcuts for an assistant application Digital assistant era of staff suggestions Figuring Out state of automated assistant dialog


Generating author vectors

Conversational Search / Voice

Biasing voice correction suggestions Speech popularity with attention-based totally recurrent neural networks Speech endpointing according to phrase comparisons End of query detection Seek-primarily based dynamic voice activation Phrase-stage correction of speech input Techniques and strategies for spotting consumer speech Customizing actions in accordance with contextual data and voice-primarily based inputs Seek-based totally dynamic voice activation Word-stage correction of speech enter Programs and strategies for recognizing person speech Speech reputation and summarization Speech popularity with parallel popularity duties Detecting and suppressing voice queries Computerized speech popularity the usage of language models that selectively use domain-specific model parts Spotting accented speech


Selecting, ranking, and/or imparting microsite content


Entity-based looking out with content selection Structured entity knowledge web page Entity show priority in a allotted geographic data device Surfacing are living events in seek results Determining a level of relevancy of a keyword cluster related to an event category for a given time period relative to the development Entity disambiguation in a mobile environment Deciding On textual representations for entity characteristic values Producing ranked lists of entities Modeling non-public entities on a cell tool the use of embedding Querying a knowledge graph using herbal language queries

Symbol Seek

Structure for responding to visual query Virtual complement association and retrieval for visible search Methods and strategies for locating image information for decided on areas of passion Efficient image analysis Image seek query predictions via a keyboard Pictures for query solutions


Template-based established record classification and extraction

Knowledge Graph

Automatic techniques and techniques for enriching an information base for seek queries


3-dimensional annotations for boulevard view knowledge Attaching visual networks for synchronous native seek results Recommendation refinement Symbol retrieval with deep local function descriptors and a spotlight-based totally keypoint descriptors Attaching visible networks for synchronous native seek effects Automated persevered search Era of improved search effects Personalization of web search effects the usage of time period, category, and link-based totally user profiles Generating textual abstract approximately bodily area in keeping with computing interactions referring to physical region Geocoding non-public information

System Studying

Multi-process learning using knowledge distillation Training distilled system finding out models Regularization of gadget studying models Gadget learning gadget and approach to classifying an utility link as broken or running Non-Public search end result settling on a physical area prior to now interacted with through a user Settling On content items the usage of reinforcement finding out Searchable index Gadget finding out to spot critiques in documents Searchable index Robotic greedy prediction the usage of neural networks and geometry conscious object representation


Navigation queries Search engine


Generation of an issue index with herbal language processing

Neural Networks

Training a record category neural community Complex evolution recurrent neural networks End-to-end text-to-speech conversion Category finding out neural networks Processing photographs the use of deep neural networks Skimming textual content using recurrent neural networks Neural community processor Generating greater neural networks Determining orders of execution of a neural network Robot greedy prediction the usage of neural networks and geometry mindful object illustration


Detecting and correcting doable mistakes in user behavior Personal search end result selecting a bodily region prior to now interacted with by means of a person Discovery of distinctive entities throughout multiple units Dynamic and customized filtering of media content material Non-Public seek outcome opting for a bodily area prior to now interacted with through a consumer Customized search results Personalization of internet search effects the use of term, category, and hyperlink-based person profiles


Predicting user wishes for a selected context

Question Category

Query modification based on non-textual resource context Producing components of solution-in quest of queries and components of solutions Classification of offensive phrases Question recommendation templates Sentiment-based class of media content material

Ranking / Scoring

Contextual ranking of photos and textual content in seek Selectively editing ratings of stripling-orientated content material search effects Scoring content material in response to social interplay Contextual rating of photos and textual content in search Selectively modifying ratings of adlescent-orientated content seek effects Knowledge rating according to homes of a computer Detection of well-liked content material with slim appeal

Recommendation Engine

Question refinements the use of seek information Query completions

Looking Out

Picking teachable moments for contextual search Navigation system and techniques for generating more desirable search effects Figuring Out seek queries for obtaining knowledge all the way through a person experience of an adventure Performing multiple similar searches System and manner for improving access to search effects Strategies, techniques, and media for presenting comparable media content material pieces Synthesis of webpage snippets the use of sub-pages of the webpage Determining a collection of steps attentive to a how-to question Bettering sitelinks with inventive content Tv similar looking Search engine Answer facts from established content material Dynamic resolution of filters for flight seek effects Technology of greater seek results


Semantic type for tagging of phrase lattices Selecting knowledge the usage of referenced textual content

Social Networking

Determining a quality rating for a content material item


Detection of malware features in a content material item


Temporal content selection


Producing vector representations of files Learning highlights the usage of experience detection


Providing a sign of highlights in a video content material item Computerized detection of zones of pastime in a video Generating topic-primarily based videos Displaying information related to content enjoying on a tool Methods, methods, and media for providing video content material appropriate for audio-only playback Detecting similar live streams ingested ahead of the reference content material Conditional display of links in a video Detecting multiple parts of a reveal to fingerprint to come across abusive importing videos Relevance-primarily based symbol selection Strategies, methods, and media for offering video content material suitable for audio-handiest playback Strategies and techniques for person detection in a video feed Detecting actions to deter recognition Techniques and methods of individual recognition in video streams Learning highlights using event detection Detection of in style content material with slim enchantment

And there now we have it.

Whew, what a exercise!

Next up, I’ll be sharing some of the abnormal, non-seek similar patents Google was once awarded in 2020.