An apparatus for decoding and rendering or otherwise processing, manipulating, or outputting a variety of digital data is provided. The apparatus may include a browser engine configured to receive first encoded digital data. The apparatus may include a browser extension configured to intercept the first encoded digital data transmitted in response to a first request from the browser engine. The browser extension may be configured to intercept a first decoder written in a platform-independent syntax for decoding at least a portion of the first encoded digital data. The browser extension may be configured to point the browser engine to one or more local storage locations of the first encoded digital data and the first decoder.

A computer implemented method for the automated analysis or use of data is implemented by a voice assistant. The method comprises the steps of: (a) storing in a memory a structured, machine-readable representation of data that conforms to a machine-readable language (‘machine representation’); the machine representation including representations of user speech or text input to a human/machine interface; and (b) automatically processing the machine representations to analyse the user speech or text input.

A Version management Service (VMS) that enables consistent management of dynamic digital resources throughout their life cycle. The service handles the association of resources with logical specifications formally expressed using an extensible logical language understood and agreed by tiers. A new version of a digital resource is considered certified only if the resource owner is able to formally prove that the new version satisfies the logical specifications, with the help of the VMS. The VMS uses formal proofs for qualifying changes (occurring either on the resource content or on the corresponding specifications), and for characterizing them through the evolution of version labels. While the resource owners may handle a fully detailed specification (internal), the users may have a simplified view of the same resource, i.e. a particular external specification.

An information processing apparatus includes an archive file generation unit and a deriving unit. The archive file generation unit generates multiple archive files each including one or more pieces of document data and information regarding one or more processing functions. The one or more pieces of document data are each associated with the one or more processing functions. The information indicates one or more processes to be executed on the one or more pieces of document data. The deriving unit derives, from the multiple generated archive files, a common processing function among the processing functions that is common to the archive files and a piece of document data among the pieces of document data that is associated with the common processing function.

Automated analysis of text documents is used to scan text documents in order to find phrases or text fragments from other documents, or modifying the existing ones. A comparatively fast and universally applicable method finds phrases, sentences or even text fragments from other documents. The method includes: all electronic files containing model documents are converted to a given format; meaningful fragments, called “clauses”, are extracted from them; the converted files containing model documents are stored in the database; each electronic file containing a document to be analyzed is converted to the given format; clauses extracted from analyzed documents are compared with clauses extracted from model documents; fractions of clauses from an analyzed document matching clauses from each model document are calculated; fractions found are then compared with a pre-set threshold value in order to find out whether there are text fragments from a model document in the analyzed one.

An adaptive web resource interaction system based on analogue referencing includes a computer implemented method, a computer system, and a non-transitory computer readable medium to provide an autonomous infrastructure that enables an automatically controlled interaction environment on web resources for both human and machine users, where the system dynamically adapts itself to contextual and/or structural alterations of each interacted web resource according to each rendering of a client individually. Thus, within the scope of any data network including the Internet, the system provides an infrastructure that ensures the consistency (stability) and persistency (sustainability) of interactions, where human and machine users may interact with web resources by associating/integrating—and/or reaching to—virtually any kind of user input including user generated software applications—stored and executed by the system—that dynamically process/manipulate web objects, and interact with each other through those user inputs that act as network links.

An adaptive web resource interaction system based on analogue referencing includes a computer implemented method, a computer system, and a non-transitory computer readable medium to provide an autonomous infrastructure that enables an automatically controlled interaction environment on web resources for both human and machine users, where the system dynamically adapts itself to contextual and/or structural alterations of each interacted web resource according to each rendering of a client individually. Thus, within the scope of any data network including the Internet, the system provides an infrastructure that ensures the consistency (stability) and persistency (sustainability) of interactions, where human and machine users may interact with web resources by associating/integrating—and/or reaching to—virtually any kind of user input including user generated software applications—stored and executed by the system—that dynamically process/manipulate web objects, and interact with each other through those user inputs that act as network links.

A document generation device includes a receiving unit that receives data assigned a tag from a user terminal, a checking unit that refers to a first filter indicating tags necessary for a document in a predetermined format to determine whether or not the tag assigned to the received data meets the first filter, and a document generating unit that generates a document on the basis of data that meet the first filter.

A document generation device includes a receiving unit that receives data assigned a tag from a user terminal, a checking unit that refers to a first filter indicating tags necessary for a document in a predetermined format to determine whether or not the tag assigned to the received data meets the first filter, and a document generating unit that generates a document on the basis of data that meet the first filter.

Disclosed are a sample generation method, a model training method, a trajectory recognition method, a device, and a medium. The method is: determining a code result of a training Chinese character according to a preset code library, where the preset code library is generated based on code characters in a five-stroke code corpus; taking the code result as a training label of the training Chinese character; and generating a training sample according to both a writing trajectory and the training label of the training Chinese character. The amount of information carried in the training sample is enriched.