A method, computer system, and computer program product for providing weather information are provided. An indication of a subject of interest may be received from a user. A geo-location of the subject of interest may be determined. Weather information within a threshold distance from the geo-location may be determined. Sounds corresponding to the weather information may be generated. The sounds may include sound localization with respect to the user in order to indicate a position of the weather information with respect to the geo-location.

Transaction-enabled methods for providing provable access to a distributed ledger with a tokenized instruction set for semiconductor fabrication processes are described. A method may include accessing a distributed ledger including an instruction set for a semiconductor fabrication process and tokenizing the instruction set. The method may further include interpreting an instruction set access request and, in response to the access request, providing a provable access to the instruction set. The method may further include providing commands to a production tool of the semiconductor fabrication process in response to the instruction set access request, and recording the transaction on the distributed ledger.

A method of displaying changes in price includes determining whether a configuration option to include a display of one or more closed market time gaps is selected, in response to determining that the configuration option to include the display of the one or more closed market time gaps is not selected, displaying a first price range that occurred during a first live open market and displaying a second price range that occurred during a second live open market adjacent to the first price range, wherein the second live open market occurred after the first live open market, and in response to determining that the configuration option to include the display of the one or more closed market time gaps is selected, displaying the first price range that occurred during the first live open market, displaying the closed market time gap including content in accordance with a selected time gap fill method adjacent to the first price range, and displaying the second price range adjacent to the content of the closed market time gap.

The process of obtaining an insurance quote is currently based on information provided by filing online forms. Insurance companies use the consumer input data from online the forms to provide a quote for property insurance and for insurance underwriting. To complete the underwriting, the insurance companies have to make assumptions on various factors; for example, the structure and layout of a consumer's home, what type of content the consumer owns, its value, and its condition, among several others. It is desirable to get more accurate data on the consumer content, the structure and layout of the home, as well as other factors (e.g., hazards such as whether a house is on a canyon) in an automated fashion which would let insurance companies underwrite policies with a more accurate risk profile as well as save costs by not having to send an onsite inspector.

Systems and methods for features engineering, in which internal and external signals are received and fused. The fusing is based on meta-data of each of the one or more internal signals and each of the one or more external signals. A set of features is generated based on one or more valid combinations that match a transformation input, the transformation forming part of library of transformations. Finally, a set of one or more features is selected from the plurality of features, based on a predictive strength of each feature. The set of selected features can be used to train and select a machine learning model.

An example system disclosed herein includes programmable circuitry to identify audience measurement panelists associated with database proprietor accounts, when a sign- out percentage of the audience measurement panelists is zero, determine a first probability that a second server of a database proprietor associated a first demographic with a logged impression when the logged impression corresponds to a second demographic, when the sign-out percentage of the audience measurement panelists is one hundred, determine a second probability that the second server of the database proprietor associated the first demographic with the logged impression when the logged impression corresponds to the second demographic, determine an adjustment factor based on a weighted combination of the first and second probabilities, and apply the adjustment factor to database proprietor impressions data to reduce a computer-generated error.

The invention discloses an industrial trend analysis system comprising: a user data processing module and a group behavior analysis computing module. The user data processing module sorts website visiting cluster data and geographic location points visiting cluster data from a to-be-analyzed user cluster data. The group behavior analysis computing module is connected to the user data processing module to perform a market size analysis, a potential consumer group profile analysis, a consumer geographic location analysis, a flow trend analysis, a brand ranking analysis and a brand visitor overlapping analysis.

A search interface is presented with a search query input component and a suggested results section. The suggested results section includes potential search results selected based on a likelihood of selection of each of the selectable items and a search session history corresponding to a historic selection of each of the selectable items from prior suggested result regions.

Methods and apparatus to generate audience metrics using third-party privacy-protected cloud environments. In some examples, an apparatus comprising processor circuitry to execute the instructions to at least generate an individualization model based on truth data indicating first true users exposed to media via first panelist client devices, produce user probabilities for second panelist client devices based on the individualization model, the user probabilities indicating likelihoods of second true users being exposed to media via the second panelist client devices, select a user probability from the user probabilities based on an impression, and assign the impression to the set of second true users.

Methods, apparatus, systems, and articles of manufacture are disclosed to adjust demographic information of user accounts to reflect primary users of the user accounts. An example apparatus includes memory, programmable circuitry, and instructions in the memory, the instructions to cause the programmable circuitry to at least access impression data associated with a user account registered with a database proprietor, the user account associated with first demographics at a database of the database proprietor. The example programmable circuitry is also to determine a primary user of the user account based on the impression data and based on second demographics of multiple users of the user account, the multiple users including the primary user. Additionally, the example programmable circuitry is to modify the first demographics associated with the user account based on at least some of the second demographics, the at least some of the second demographics corresponding to the primary user.