International Business Machines Corporation

Keke Cai

Zhong Su

Li Ni Zhang

Shiwan Zhao

Honglei Guo

Hui Zhu

Changhua Sun

Xiaolu Zhang

Dongxu Duan

Guoyu Tang

Bai Chen Deng

Enliang Xu

Rui Ma

Xiao Xun Zhang

Hong Lei Guo

Jing Ding

Yue Chen

Feng Jin

Zhili Guo

Dong Xu Duan

Hao Zhang

Sheng Hua Bao

William Scott Spangler

Shuo Zhang

Ying Chen

Jian Min Jiang

Lin Luo

Xian Wu

Li Jun Xia

Jian Yao

Wei Hong Qian

Xin Chang

Jianmin Jiang

A method, system, and computer program product, include receiving a first input at a first element among a plurality of elements associated with at least one electronic document, determining a second element associated with the first element from the plurality of elements based on predetermined relations of the plurality of elements, and causing a view to be displayed together with an electronic document including the first element, the view at least including the second element.

System, method and computer program product for electronic document display

The methods, systems, and computer program products described herein provide ways to generate an informative training corpus of samples for use in machine training a high-quality sentiment analysis computer model. In some aspects, a method is disclosed including receiving a plurality of training samples, extracting semantic and sentiment elements of one or more of the training samples, generalizing the semantic and sentiment elements of the one or more of the training samples, generating an informative ranking score for one or more of the training samples based on the generalized semantic and sentiment elements, selecting informative training samples from the plurality of training samples based at least in part on the generated informative ranking scores, and adding the selected informative training samples to an informative training corpus.

Method and apparatus for informative training repository building in sentiment analysis model learning and customization

Techniques for detection of document similarity are provided. The computer-implemented method can comprise identifying, by an electronic device operatively coupled to a processing unit, a first pragmatic association of a first segment in a first document portion, the first pragmatic association indicating meaning of the first segment specific to a context of the first segment in the first document portion. The computer-implemented method can also comprise generating a first intermediate document portion from the first document portion by using the first pragmatic association to replace the first segment. The computer-implemented method can further comprise determining a similarity degree between the first document portion and a second document portion by comparing the first intermediate document portion with the second document portion.

Detection of document similarity

Techniques are provided for automated privacy scoring of user information. In one example, a system comprises a memory that stores computer executable components, and a processor that executes computer executable components stored in the memory. The computer executable components can comprise a privacy scoring component that employs a privacy identification model to generate a privacy score for a user and a product in the particular context based on information associated with the user and the product in the particular context. The computer executable components can also comprise a privacy enforcement component that implements one or more privacy features on the information based on the privacy score.

Determining privacy for a user and a product in a particular context

A method, system, and computer program product, include receiving a request for registration from a service provider, upon the service receiver having authorized the request for registration, registering characteristic information of the service call in a user device of a service receiver, and upon a lapse of time, deregistering the characteristic information from the user device.

System, method and computer program product for service call identification

A topic guidance method, system, and computer program product for suggesting, via a processor on a computer, a conversation topic for the agent to engage the customer based on a learned conversation topic model, the conversation model being a static model.

Dynamic topic guidance in the context of multi-round conversation

A method, computer system, and a computer program product for automatic equation transformation from text is provided. The present invention may include receiving a text document. The present invention may then include identifying a mathematical formula expressed in the received text document. The present invention may then include removing a plurality of superfluous language from the received text document based on the identified mathematical formula. The present invention may also include transforming the identified mathematical formula into a symbolic representation based on a trained model. The present invention may finally include outputting the symbolic representation.

Automatic equation transformation from text

An embodiment of the invention provides a method comprising monitoring publications for regulatory changes with a monitoring device, and identifying at least one regulatory change based on the monitoring of the publications. The monitoring device monitors published comments to the identified regulatory change. A processor connected to the monitoring device identifies one or more topics and/or objects in the regulatory change and/or the published comments. An alert generating device connected to the processor generates an alert including one or more policies above a threshold level of likelihood that the policy will be affected by the regulatory change.

Automatic update detection for regulation compliance

Embodiments of the present invention relate to a method, device and computer program product for product design based on user reviews. Reviews on a product are obtained from a plurality of users. These reviews are analyzed to determine sentiments of the users with respect to a property of the product. A plurality of candidate product designs are generated by changing a first value of the property based on the sentiments of the users. Then one or more new product designs are obtained based on the candidate product designs.

Product design based on user reviews

Aspects of the present invention include a method, system and computer program product for preventing certain sensitive private or personal information of a user from being recorded or stored and/or uploaded by a third party input method editor while the user is entering information into a computer that is part of a network. The method includes a processor creating a model containing privacy information about a user of a computer; extracting the privacy information from the model; analyzing the information entered into the computer by the user; determining that the user has entered any of the privacy information into the computer; and if the processor has determined that the user has entered any of the privacy information into the computer, preventing any recording, storing or uploading of the privacy information.

Privacy protection in network input methods

A topic guidance method, system, and computer program product for creating a conversation model by learning a conversation pattern from a customer response to a conversation topic segment and suggesting a conversation topic for the agent to engage the customer in the conversation topic based on a customer response associated with the conversation model.

A method and apparatus for performing extended search are provided. The method includes receiving user-inputted keywords; extending the user-inputted keywords according to geographical information to acquire extended keywords; performing a search by using the extended keywords; and returning search results to the user. With the present technical solutions, privilege control can be effectively performed in a cloud storage system. With the present embodiments, more information may be provided to a user for reference.

Method and apparatus for performing extended search

In an approach for determining an available parking space, a computer accesses a streaming video. The computer identifies a vehicle and a corresponding identification characteristic within the accessed streaming video. The computer retrieves historical data associated with the identified identification characteristic, wherein the historical data includes previous parking locations. The computer determines a preferred parking space within the retrieved historical data associated with the identified identification characteristic. The computer determines whether the identified preferred parking space is available based on a parking database.

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Beijing, China

Keke Cai