# US 2019/0378045 A1 · System, method, and recording medium for geolocation data discovery in streaming texts

> Agents: this data is available as JSON from the patentgrep API and MCP server — see https://patentgrep.com/llms.txt

- Number: US 2019/0378045 A1
- Document ID: US20190378045A1
- Status: Published application
- Kind: A1
- Application number: 16/547,954
- Filed: 2019-08-22
- Published: 2019-12-12
- Earliest claimed: 2016-06-22
- Assignees: International Business Machines Corporation
- Applicants: International Business Machines Corporation
- Inventors: Catherine Helen Crawford; John Andrew Gunnels; Grzegorz Michal Swirszcz
- Web page: https://patentgrep.com/patent/US20190378045A1

## CPC

- G06F 16/334: Query execution (filtering based on additional data G06F16/335)
- G06F 40/279: Recognition of textual entities
- G06F 40/30: Semantic analysis
- G06F 40/47: Machine-assisted translation, e.g. using translation memory
- G06F 40/58: Use of machine translation, e.g. for multi-lingual retrieval, for server-side translation for client devices or for real-time translation
- G06N 5/04: Inference or reasoning models
- G06N 20/00: Machine learning
- H04W 4/023: {using mutual or relative location information between multiple location based services [LBS] targets or of distance thresholds}
- H04W 4/029: Location-based management or tracking services
- H04W 4/12: Messaging; Mailboxes; Announcements
- H04W 4/90: Services for handling of emergency or hazardous situations, e.g. earthquake and tsunami warning systems [ETWS]
- G06F: ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)
- G06N: COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- H04W: WIRELESS COMMUNICATION NETWORKS (broadcast communication H04H; communication systems using wireless links for non-selective communication, e.g. wireless extensions H04M1/72)

## Abstract

A geolocation data discovery method, system, and non-transitory computer readable medium, include mining a textual alert message of an event from secure source data for a geolocational indicator, a temporal indicator, and a type of alert, embedding a geolocational tag location and a temporal tag time to the event based on the geolocational indicator and the temporal indicator mined from the textual alert message by the secure text mining, mapping the event with an icon related to the type of alert at the geolocational tag location on a navigational map at a time associated with the temporal tag time of the event, learning a false-positive event by comparing a secure sensor with an unsecure sensor as the secure source data, and removing updates to the icon on the map based on the learned false-positive event.

## Claims

### Claim 1

A geolocation data discovery system, comprising:
a processor; and
a memory, the memory storing instructions to cause the processor to perform:
mining a textual alert message of an event from secure source data for a geolocational indicator, a temporal indicator, and a type of alert;
embedding a geolocational tag location and a temporal tag time to the event based on the geolocational indicator and the temporal indicator mined from the textual alert message by the secure text mining;
mapping the event with an icon related to the type of alert at the geolocational tag location on a navigational map at a time associated with the temporal tag time of the event;
learning a false-positive event by comparing an input to a secure sensor with an input to an unsecure sensor as the secure source data; and
removing updates to the icon on the map based on the learned false-positive event.

### Claim 2

A geolocation data discovery method, comprising:
mining a textual alert message of an event from secure source data for a geolocational indicator, a temporal indicator, and a type of alert;
embedding a geolocational tag location and a temporal tag time to the event based on the geolocational indicator and the temporal indicator mined from the textual alert message by the secure text mining;
mapping the event with an icon related to the type of alert at the geolocational tag location on a navigational map at a time associated with the temporal tag time of the event;
learning a false-positive event by comparing an input to a secure sensor with an input to an unsecure sensor as the secure source data; and
removing updates to the icon on the map based on the learned false-positive event.

### Claim 3

A non-transitory computer-readable recording medium recording a geolocation data discovery program, the program causing a computer to perform:
mining a textual alert message of an event from secure source data for a geolocational indicator, a temporal indicator, and a type of alert;
embedding a geolocational tag location and a temporal tag time to the event based on the geolocational indicator and the temporal indicator mined from the textual alert message by the secure text mining;
mapping the event with an icon related to the type of alert at the geolocational tag location on a navigational map at a time associated with the temporal tag time of the event;
learning a false-positive event by comparing an input to a secure sensor with an input to an unsecure sensor as the secure source data; and
removing updates to the icon on the map based on the learned false-positive event.

### Claim 4 (depends on 2)

The method of claim 2, wherein the input to the unsecure sensor is at a different temporal time than a time of the input to the secure sensor.