An appliance control apparatus according to an embodiment of the present invention includes a recognition device including a communication unit connected to a speech processing device or a control command input device to receive a control command for an appliance from the speech processing device or the control command input device, and a recognition module configured to recognize a setting environment for the appliance based on the received control command and generate control information for the appliance based on the recognized setting environment, and a control device configured to receive the control information from the recognition device, generate a control signal based on the received control information, and transmit the generated control signal to the appliance or a control command input device connected to the appliance.

Systems and methods for automatically adjusting device volume based on learned volume preferences are disclosed herein. A first device receives a wireless signal from a second device. A signal strength of the wireless signal is determined, and a location of the second device is determined based on the signal strength of the wireless signal. Historical volume level data for the first device is retrieved from memory. A target volume level for the first device is determined based on the location of the second device and the historical volume level data. A volume setting of the first device is automatically adjusted to the target volume level.

A method for controlling a smart device is provided. The method comprises identifying a user-furniture interaction activity of a user interacting with a home furnishing product by analyzing sensor data, captured by an imaging sensor, depicting a scene of the user interacting with the home furnishing product. The method further comprises comparing the user-furniture interaction activity against a set of predetermined user-furniture interaction activities, thereby determining a specific predetermined user-furniture interaction activity among the set of predetermined user-furniture interaction activities, wherein each of the predetermined user-furniture interaction activities is associated with a rule of controlling a smart device. The method further comprises controlling the smart device in accordance with the rule.

Aspects of the subject disclosure may include, for example, obtaining, from a network server device, first information regarding a first device, generating a media control package based on the first information, wherein the media control package relates to primary content to be presented, wherein the primary content is associated with a first timestamp that corresponds to a first event or context in the primary content, and wherein the media control package includes a first instruction for controlling the first device when a playback position of the primary content corresponds to the first timestamp, and causing the media control package to be provided to the network server device to enable augmentation of a presentation of the first event or context via control of the first device, in accordance with the first instruction, when the playback position of the primary content corresponds to the first timestamp. Other embodiments are disclosed.

An approach for diagnosing degradations in performance and malfunctions in sensor networks is disclosed. This approach is based on so-called “fault signatures”. Such fault signatures are generated for known fault conditions through a statistical analysis process that results in each known fault having a unique fault signature. Such unique fault signatures can then point to the root cause of a problem.

Disclosed are an integrated control method and system for multiple home appliances using artificial intelligence. The integrated control method for multiple home appliance comprises: transmitting use information or state information of a user terminal to a server; determining, by the server, a type of an integrated control mode and whether to start the integrated control mode for the multiple home appliances which are registered in a user account and cooperate over a network based on the transmitted information; generating, by the server, multiple control commands for the multiple home appliances, respectively, based on the determined integrated control mode; providing, by the server, the multiple control commands to the user terminal; and controlling, by the user terminal, the multiple home appliances based on the multiple control commands over the network, respectively.

Systems and methods for device functionality control utilizing activity prediction are disclosed. For example, an activity model is utilized to identify activities associated with sensor data collected from connected devices within an environment. Target device usage data is then associated with the activities to determine probability values that the target device will be operated when the identified activities are detected. Commands may be generated and sent to the target device to perform a function when the identified activities are detected.

Controllers can be used to control the operation of various accessories. A group of accessories can be organized into an accessory network that can facilitate coordinated control of multiple accessories. The accessory network can be organized according to an environment model that can include a hierarchical representation of a physical environment where accessories are present. The environment model can be synchronized across different controllers that have access to the accessories.

Systems and methods are described herein for controlling playback and/or recording of media assets at a media device based on the state of a secondary device. Specifically, while displaying a media asset, a media device receives a signal from the secondary device indicating a change of state of the secondary device. The media device displays a notification of the signal, and the user can interact with the notification. If the user interacts with the notification for more than a threshold amount of time, the media device may begin recording the media asset. Once the user has finished interacting with the notification, the media device may stop recording and the user can see content that they may have missed by reviewing the recorded portion of the media asset.

A communications method and a communications apparatus and system are provided, and are applied to smart home systems. The method includes: a home device sends operation information to a server, where the operation information is used to indicate an operation performed by a user on the home device; and after receiving the operation information from the home device, the server determines a target account, where the target account is one of accounts associated with the home device, and sends a notification message to a target terminal device, where the notification message includes status information used to indicate a status of the home device, the status information is related to the operation information, and the target terminal device is a terminal device on which the target account is logged in.