InfoQ Homepage Search Content on InfoQ
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Dropbox Predicts What File You Need Next with Content-Specific ML Pipelines
The Dropbox machine learning team shared how the company improved the model behind their content suggestions feature. The enhancements allow Dropbox to deal with different types of content, incorporate folder suggestions into the existing file suggestions model and handle cloud-based documents resulting from relatively recent partnerships.
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Google Applies NLP Algorithm BERT to Search
BERT, Google's latest NLP algorithm, will power Google search and make it better at understanding user queries in a way more similar to how humans would understand them, writes Pandu Nayak, Google fellow and vice president for Search, with one in 10 queries providing a different set of results.
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Google Research Use of Concept Vectors for Image Search
Google recently released research about creating a tool for searching Similar Medical Images Like Yours (SMILY). The research uses embeddings for image-based search and allows users to influence the search through the interactive refinement of concepts.
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Sonic: A Lightweight, Schema-Less Search
Sonic is an open source, lightweight, schema-less search backend promoted as an alternative to full-feature search systems such as Elasticsearch. Sonic can normalize natural language search queries, provide auto-complete, and return the most relevant results for a search query.
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Microsoft Open-Sources Approximate Nearest Neighbor Search Algorithm Powering Bing
Microsoft's latest contribution to open source, Space Partition Tree And Graph (SPTAG), is an implementation of the approximate nearest neighbor search (NNS) algorithm that is used in Microsoft Bing search engine.
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FlexSearch.js: A Fast, Zero-Dependency Full-Text Search Library
FlexSearch, a full-text, zero-dependency search library for the browser and Node.js claims to be the fastest search library available to JavaScript developers due to its novel scoring algorithm.
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Google Releases New Code Search in Beta in Revamped Cloud Source Repositories
Google announced it is bringing code search in beta availability with the newly revamped Cloud Source Repositories service. This overhaul provides an entirely new user interface and semantic code search capabilities.
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Optimizing Distributed Queries in Splunk
Optimizing queries in Splunk’s Search Processing Language is similar to optimizing queries in SQL. The two core tenants are the same: Change the physics and reduce the amount of work done. Added to that are two precepts that apply to any distributed query.
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Architecture, Tuning, and Troubleshooting a Splunk Indexer Cluster
If you could handle all of the data you need to work with on one machine, then there is no reason to use big data techniques. So clustering is pretty much assumed for any installation larger than a basic proof of concept. In Splunk Enterprise, the most common type of cluster you’ll be dealing with is the Indexer Cluster.
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Mobile-friendly Websites Are to Be Favored by Google Search
Starting with April 21st, 2015, Google will change the algorithm for searches originating from mobile devices to favor websites that are optimized for smartphones. This change will affect searches in all languages worldwide and will have a “significant impact in our search results”, according to Google.
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Google Is Now Indexing JavaScript and CSS Content: Pitfalls to Avoid
Google has announced that Googlebot, its web crawler, now executes and indexes some content in JavaScript. This change could impact negatively search results, unless a few basic rules are taken into account.
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Search Based Apps Broken in Windows 8.1
Windows 8.1 has hidden the integrated search contract that many applications rely on. In its place users will instead see Bing search results and advertisements.
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On Lucene.Net: Becoming a Top-level Apache Project and Its Future
Lucene.Net, a C# port of the Lucene text search index library, has graduated the Incubator and has become a top-level Apache project. This article contains an interview with Prescott Nasser on the future of the project and Solr.Net.
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Yahoo! Axis! Of! Incompetence!
Yahoo! have released a search plugin Axis which allows clients to search for web content with graphical previews rendered on the server. Unfortunately, they also leaked their private Chrome signing key with the Chrome extension. Read on for more.
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Amazon's CloudSearch Stiffens Competition for Search as a Service Providers
Amazon launched CloudSearch to address growing demand for search capabilities in applications without the overhead of standing up and maintaining search infrastructure. The launch has spurred off a race among search providers. This article focuses on the strengths and gaps in the CloudSearch feature set based on experiences and reactions from the user community.