Abstract: A system and method for integrating machine learning algorithms to enrich documents in a content management system. The content management system includes a content services engine, a transformation engine to execute one or more transformations on documents stored in the content management system, and a machine learning services to apply a machine learning algorithm to the documents based on the one or more transformations.

Abstract: Products, systems and methods for removing a first item from a client computing system, in response to detecting the first item is declared as belonging to a first class in a database; preventing editing of a second item by the client computing system, in response to detecting the second item is declared as belonging to a second class in the database, a record declared as belonging to the first class or the second class by an application executed on the client computing system, the client computing system remotely connected, via a communications network, to a content management system associated with the database; and queuing a third item for transfer to the client computing system over the communications network, in response to detecting a synchronization event initiated by the client computing system or a server computing system connected to the client computing system over the communications network.

Abstract: A system and method for providing fine-grained access control in a search engine. Access control predicates associated with a search query, including fixed-width and/or variable-width tokens, are received from the search engine, and are formatted in a machine-readable binary format to generate a single byte array. A pre-sorted memory index structure associated with the single byte array is generated, by sorting the access control predicates according to their token width. The pre-sorted memory index structure is merge joined with an uninverted terms index that includes a sorted list of all terms in a field associated with the search query, and a document index mapping each document identifier (ID) to a term ordinal for a specific field.

Abstract: A workflow executed by an on-premise installation of the content management system can include a cloud workflow and an on-premise workflow relating to on-premise content retained in an on-premise repository managed by the on-premise installation of the content management system. A synchronization can be initiated between the on-premise content and a cloud copy of the on-premise content to reflect a change to either of the on-premise content or the cloud copy in the other of the on-premise content and the cloud copy. The cloud copy can exist at a location managed by a cloud-based installation of the content management system. Upon detection that the cloud workflow has been completed by the location using the cloud copy, a resumption of the on-premise workflow can be triggered using the synchronization between the on-premise content and the cloud copy of the on-premise content. Related systems, methods, products, etc. are described.

Abstract: User permissions for a search on content managed by a content management system (CMS) can be evaluated in a search engine based on a user identity of a user providing a query input for the query rather than after return of an initial results set to the CMS or some other front-end application. The search engine can constrain possible results returned from a search for the query input using a content index of a plurality of content items maintained in a repository of the content management system. The constraining can include limiting the search engine from adding a content item of the plurality of content items to a permissions-filtered results set unless the evaluating of the user permissions and the search for the query input against the content index do not exclude the content item. Other aspects can support index updating by selective use of a metadata index.

Abstract: A system and method for records management and classification of files in a content management system having a server system that stores the files. A system detects when at least one of the files is classified by a user of a client computing system as a classified file, and based on the detecting of the classification of the one or more files, each classified file is removed from the client computing system. The system further detects when at least one of the files is declared as a permanent record by the user of the client computing system, and based on the detecting of the declaration as a permanent record, prevents editing by the client computing system of each file declared as a permanent record.

Abstract: Systems and methods for concurrent modification of content are provided. In response to a verified request received from a user content is copied to a first storage media as a first version of the content uniquely identified by a first identifier, the verified request being based on verification of the user's credentials. In response to the user editing the first version of the content, the edited copy of the content is stored in the content management system in association with a second identifier uniquely identifying the edited copy of the content as a second version of the content. In response to receiving a notification that a plurality of users no longer request access to the content stored in the content management system, the first version of the content is deleted from the first storage media.

Abstract: Computer-implemented systems, method and products configured for providing one or more restriction groups in a content management system are provided. One or more restriction marks may be associated with the one or more restriction groups. At least a first restriction mark may be associated with a first restriction group. The first restriction mark may be assigned to a first content item stored in the content management system, in response to determining that the first content is associated with the first restriction group, the first content item being associated with metadata indicating user access permissions according to the first restriction mark and a security classification. The metadata associated with the first content item may be updated based on the assignment of the first restriction mark to the first content item to allow or limit user access to the first content item.

Abstract: Methods for capturing medical images associated with a patient using a mobile image-capturing device are disclosed. One example method includes accessing patient identifying information through an electronic health record (EHR) application installed in the mobile image-capturing device. A user may launch a scan application installed in the mobile image-capturing device from the EHR application and upon launching of the scan application, the scan application may be provided with the patient identifying information from the EHR application. The scan application may capture medical images using an imaging equipment of the mobile image-capturing device, associate the captured images with the patient identifying information, and transmit the captured images with the patient identifying information to a storage location.

Abstract: Various embodiments are generally directed to techniques for dynamically integrating ML functionality into computing systems, such as a content services platform (CSP), for instance. Many embodiments include ML integrated into a CSP and using production content as corpora (e.g., training and/or evaluation data). Some embodiments are particularly directed to generating and updating data for training and evaluating machine learning (ML) models, then making identified ML models available in various target environments. For example, embodiments may provide automatic, or semi-automatic, updating and deploying of ML models for making inferences, such as inferring labels for data in a content repository of a CSP.

Abstract: An analytics engine is described that can receive data associated with use of a content item in a content management system and measure and measure a use of content management system resources required to maintain the content item. Values of a usage metric can be assigned to the content item based on the received data associated with the use of the content item. A database schema can be generated by the analytics engine that is configured to reduce the use of content management system resources required to maintain the content item. The database schema can be provided to the content management system for implementation in a database associated with the content management system.

Abstract: Methods for loading a module on a plurality of device types without modification includes initializing an application native to the client device, the application including a web browser; determining a module to be loaded on the application, the module written in a web-based format and having a set of dependencies indicated within a code thereof; and loading the determined module on the web browser for recognition by the application native to the client device. The loading the determined module on the web browser includes loading the set of dependencies of the module.

Abstract: User permissions for a search on content managed by a content management system (CMS) can be evaluated in a search engine based on a user identity of a user providing a query input for the query rather than after return of an initial results set to the CMS or some other front-end application. The search engine can constrain possible results returned from a search for the query input using a content index of a plurality of content items maintained in a repository of the content management system. The constraining can include limiting the search engine from adding a content item of the plurality of content items to a permissions-filtered results set unless the evaluating of the user permissions and the search for the query input against the content index do not exclude the content item. Other aspects can support index updating by selective use of a metadata index.

Abstract: Systems and methods for providing access to a document within a first file structure for one or more users of a content management system. Location for the content object within a file plan of a records management system is provided, in response to detecting a declaration of the document as a record. The content object is moved from the first file structure to the location in the file plan. A record marker is created in the first file structure to identify a navigation path from the first file structure to the location of the content object in the file plan.

Abstract: Using a first unique identifier of a local file on a client machine associated with a second unique identifier of a content item maintained at a content management system repository, synchronization of the local file and the content item can be restored after a synchronization break.

Abstract: A method for organizing and searching objects from a plurality of databases includes querying an attribute of each entry stored in the plurality of databases; assigning a memory value for each of the attributes retrieved from each of the objects stored in the plurality of databases and storing the memory values for each of the attributes in a cache. At a client device, a search query is received and it is determined if the search query contains an attribute of the entry to be searched. Upon positive determination, a search is performed at the cache using the attribute contained in the search query; and upon negative determination, a search for the entry is performed at the plurality of databases.

Abstract: Methods for associating medical images to a patient using a mobile image-capturing device and transmitting the medical images to a storage location are disclosed. One example method includes accessing by a user identifying information associated with a patient through an electronic health record (EHR) application installed in the mobile device, launching a second application on the mobile device from the EHR application, and upon the launching of the application from the EHR application, transmitting the patient identifying information accessed by the user from the EHR application to the second application. The second application may then retrieve one or more medical images stored in the mobile device, associate the one or more retrieved medical images with the patient using the identifying information, and transmit the one or more retrieved medical images with the associated patient identifying information from the mobile device to a storage location.

Abstract: A synchronization queuing service associated with a content management system repository can record file events occurring to content items maintained at the content management system repository. The synchronization queuing service can receive a file synchronization request for information identifying a content item to which a client machine is subscribed. The synchronization queuing service can determine consistency or inconsistency of a client machine state of the content item relative to the content item at the content management system repository and can respond to client machine with a file event summary comprising information usable by the client machine to identify actions necessary to synchronize the client machine state of the content item the content item.

Abstract: A system and method for integrating machine learning algorithms to enrich documents in a content management system. The content management system includes a content services engine, a transformation engine to execute one or more transformations on documents stored in the content management system, and a machine learning services to apply a machine learning algorithm to the documents based on the one or more transformations.

Abstract: Various embodiments are generally directed to techniques for intuitive machine learning (ML) development and optimization, such as for application in a content services platform (CSP), for instance. Many embodiments include a ML model developer and a ML model evaluator to provide a graphical user interface that guides ML layman in developing, evaluating, implementing, managing, and/or optimizing ML models. Some embodiments are particularly directed to a common interface that provides a step-by-step user experience to develop and implement ML techniques. For example, embodiments may include computing a health score for various aspects of developing and/or optimizing ML models, and using the health score, and the factors contributing thereto, to guide production of a valuable ML model. These and other embodiments are described and claimed.