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Deep Fact Validation

Makefile 1.68% Java 66.76% Shell 0.08% CSS 13.38% JavaScript 15.35% HTML 2.74%

factchecking trust triplescore rdf trustworthiness factchecking4rdf fact-validation credibility triple-validation

defacto's Introduction

DeFacto: Deep Fact Validation

A Fact-Validation framework ❌ ✅

DeFacto is a framework for validating statements by finding confirming sources for it. It takes a statement (such as “Jamaica Inn was directed by Alfred Hitchcock”) as input and then tries to find evidence for the truth of that statement by searching for information in the web (more information).

☕ Java version
🐍 Python version | 🔥 coming soon ❗

Found a 🐛 bug? Please open an issue

Docker Image (please checkout the branch defacto-docker)

Guidelines for demo using Docker

Changelog

v2.1
- HTTP service support
v2.0
- Multilingual Deep Fact Validation Feature
v1.0
- No support for http service
Vaadin component required (user interface)

How to cite

@Article{gerber2015,
  title = {DeFacto - Temporal and Multilingual Deep Fact Validation},
  author = {Gerber, Daniel and Esteves, Diego and Lehmann, Jens and B{\"u}hmann, Lorenz and 
           Usbeck, Ricardo and {Ngonga Ngomo}, Axel-Cyrille and Speck, Ren{\'e}},
  journal = {Web Semantics: Science, Services and Agents on the World Wide Web},
  year = {2015},
  url = {http://svn.aksw.org/papers/2015/JWS_DeFacto/public.pdf}
}

@article{Esteves:2018:TVA:3183573.3177873,
 title = {Toward Veracity Assessment in RDF Knowledge Bases: An Exploratory Analysis},
 author = {Esteves, Diego and Rula, Anisa and Reddy, Aniketh Janardhan and Lehmann, Jens},
 journal = {J. Data and Information Quality},
 year = {2018},
 url = {http://doi.acm.org/10.1145/3177873},
 publisher = {ACM}
}

Bugs

Found a 🐛 bug? Open an issue

defacto's People

Contributors

Stargazers

Watchers

Forkers

mmorsey mielvds amardip007 maroe adeze gitter-badger rygbee drsnowbird renespeck andzi zafarsyed omarkojak rameshjes omshinde kaushik25t seelenbrecher

defacto's Issues

UIMA

To design UIMA-based architecture

FactBench

the training resource seems to be outdated, check it asap

Queue

Create a separate processing queue for correct files

Solr Update

Tika + WARC scripts

create a script to pre-processing the CW12DS in AKSW8

CW12 Integration

Extractors

Get pattern representations ready to be used

update the class BoaPatternSearcher with relative patterns

Can we remove defacto-gui

Hi all,
please raise your hand if you need or like either the [defacto-gui] or [defacto-ui] modules!
Otherwise we're going to delete them soon :-D

Unable to build defacto

Some Weka repo is missing or cannot be reached. Any ideas?

[ERROR] Failed to execute goal on project defacto-core: Could not resolve dependencies for project org.aksw:defacto-core:jar:1.0-SNAPSHOT: Failed to collect dependencies at weka:weka:jar:3.6.5: Failed to read artifact descriptor for weka:weka:jar:3.6.5: Could not transfer artifact weka:weka:pom:3.6.5 from/to maven.aksw.internal (http://prod1.aksw.org:8081/archiva/repository/internal): Connect to prod1.aksw.org:8081 [prod1.aksw.org/139.18.2.240] failed: Operation timed out -> [Help 1]

Implement Keyword, Wildcard and Similarity matching for Solr

Demo availability

Hello,
I can't find the online demo of DeFacto. The "demo" links on http://defacto.sda.tech/projects/defacto/ and
http://aksw.org/Projects/DeFacto.html all lead to the github repository. Is it still available?

PatternTimePeriodSearcher

In the PatternTimePeriodSearcher.java line 165 there is a setting that is read from the defacto.ini file. The setting is not in the defacto.ini file so I get a nullpointer. Why?

https://raw.githubusercontent.com/AKSW/DeFacto/journal/defacto-core/src/main/java/org/aksw/defacto/search/time/PatternTimePeriodSearcher.java

Freebase Issue

In the UI, input triples are not working when freebase URIs is present ex.: [1]. Most likely because the API is down and you can not create a dynamic model (DefactoModel) based on these resources...Any realistic and viable solution for that?

[1] https://github.com/AKSW/FactBench/blob/master/v1/test/correct/award/award_00007.ttl

Missing Files?

Hi, I'm not familiar with DeFacto and want to get it running.

If you want to try Defacto all you need to do is:

Check out DeFacto in Eclipse (via check out maven repo from SCM)

copy defacto.ini.default to defacto.ini

get your own bing search api key

write this key to the defacto.ini (adjust your settings)

run DefactoDemo.java

When running DefactoDemo.java, I get the error message:

Install the surface form file to resources/cache/labels/en_uri_surface_form.tsv!

Where do I get this data from?

I appreciate any hint.

Unable to access the Solr server

Hello there

I'm facing an issue while trying to run a validation. Just like in #33, i get the message '400 Bad Request Wrong input'. However, it seems to be something related to Solr queries. When I run one of the examples, i face this exception:

Defacto_1     | org.apache.solr.client.solrj.SolrServerException: Server refused connection at: http://139.18.2.164:8080/solr/factbench_topicterms
Defacto_1     |         at org.apache.solr.client.solrj.impl.HttpSolrServer.executeMethod(HttpSolrServer.java:559)
Defacto_1     |         at org.apache.solr.client.solrj.impl.HttpSolrServer.request(HttpSolrServer.java:210)
Defacto_1     |         at org.apache.solr.client.solrj.impl.HttpSolrServer.request(HttpSolrServer.java:206)
...

Is there any other Solr server available for DeFacto?

PS: running with Docker compose

Study on OSS maven library vulnerabilities: httpclient library

Dear Github OSS Developer,

My name is Raula Kula, a research assistant prof at Osaka University, Japan. Currently I am studying the maintenance of Maven Libraries. I am currently focused on OSS vulnerabilities and the varying reasons for library migration.

As a part of my study I particularity focused on the commons-httpclient library. http://hc.apache.org/httpclient-3.x/ and the CVE-2012-5783 https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2012-5783, announced on 11/04/2012 and revisited 11/24/2015, which affects versions up to 3.x.

We noticed that your project on Github is still configured to depend on a vulnerable version of fileupload (3.1) at {https://github.com/AKSW/DeFacto/blob/fusion/pom.xml}

We understand that there are many reasons for not migrating, thus we be appreciate if you could simply detail the following:

Were you aware of the vulnerability? If so, then how long ago.
What are some factors that influence you not to update.
Does you project employ a update strategy, to check and update versions of currently used libraries?

Also feel free to detail any other information to help us understand your decision. Again, thank you for taking your time off your busy schedule and hope to hear from you soon.
Please note that we respect your confidentiality, so we will not disclose any personal details in the study.

Sincerely,
Raula Kula

Adjust the property list items labels in the GUI

wrong -> correct
http://dbpedia.org/ontology/publicationDate -> http://dbpedia.org/ontology/author
http://dbpedia.org/ontology/playedTeam -> http://dbpedia.org/ontology/nflTeam
http://dbpedia.org/ontology/inOffice -> http://dbpedia.org/ontology/leaderName

Cache Evidence

to cache evidence somewhere in order to speed up data analysis

Error when building docker

Hi, I tried running docker build, but encounter this error:

1275.4 [ERROR] Failed to execute goal on project defacto-core: Could not resolve dependencies for project org.aksw:defacto-core:jar:1.0-SNAPSHOT: Failed to collect dependencies at net.billylieurance:azuresearch:jar:0.9.1: Failed to read artifact descriptor for net.billylieurance:azuresearch:jar:0.9.1: Could not transfer artifact net.billylieurance:azuresearch:pom:0.9.1 from/to wordnet (https://dev-iesl.cs.umass.edu/nexus/content/repositories/public/): dev-iesl.cs.umass.edu: System error: Unknown host dev-iesl.cs.umass.edu: System error -> [Help 1]
1275.4 [ERROR]
1275.4 [ERROR] To see the full stack trace of the errors, re-run Maven with the -e switch.
1275.4 [ERROR] Re-run Maven using the -X switch to enable full debug logging.
1275.4 [ERROR]
1275.4 [ERROR] For more information about the errors and possible solutions, please read the following articles:
1275.4 [ERROR] [Help 1] http://cwiki.apache.org/confluence/display/MAVEN/DependencyResolutionException
1275.4 [ERROR]
1275.4 [ERROR] After correcting the problems, you can resume the build with the command
1275.4 [ERROR]   mvn <goals> -rf :defacto-core
------
dockerfile:39

Seems that the iesl is not live.
Do you have any clue to figure this out? I am not so familiar with java.

Moreover, it would be good if you have python version of Defacto.

Thank you

SolrCache x SearchEngines

If the SE fails to get the content, DF overall score is always wrong (0.04747774480712166). The major problem seems to be caused by expired Bing APIs. The exception is not correctly handled by the application, which considers the cache valid. Fields title and content become useless for the computation of accuracy, misleading the metamodel

http://localhost:8983/solr/fb_searchresults/select?q=_%3A_&fq=query%3A_Hemingway_&fq=content%3A%22%22&wt=json&indent=true

setup a local wikipedia db

Error after building and running for the first time

Hi,

I followed the steps and I couldn't make it run. The error is the following:

Step 1/29 : FROM rawmind/alpine-jdk8:1.8.181-0
 ---> f4158f2295dd
Step 2/29 : maintainer [email protected]
 ---> Using cache
 ---> 7b0c5b45b751
Step 3/29 : RUN apk add --no-cache curl
 ---> Using cache
 ---> f36e12eaaac0
Step 4/29 : ENV MAVEN_VERSION 3.5.2
 ---> Using cache
 ---> 1a186fe01140
Step 5/29 : RUN mkdir -p /usr/share/maven   && curl -fsSL http://archive.apache.org/dist/maven/maven-3/$MAVEN_VERSION/binaries/apache-maven-$MAVEN_VERSION-bin.tar.gz     | tar -xzC /usr/share/maven --strip-components=1   && ln -s /usr/share/maven/bin/mvn /usr/bin/mvn
 ---> Using cache
 ---> 42fd1938dea5
Step 6/29 : ENV MAVEN_HOME /usr/share/maven
 ---> Using cache
 ---> 025a8b3255f9
Step 7/29 : RUN set MAVEN_OPTS= -Dfile.encoding=UTF-8
 ---> Using cache
 ---> bae694a5d3e8
Step 8/29 : RUN apk add --no-cache git
 ---> Using cache
 ---> 1dbecf490f4c
Step 9/29 : RUN mkdir -p /usr/src/app
 ---> Using cache
 ---> e556cd7fc061
Step 10/29 : WORKDIR /usr/src/app
 ---> Using cache
 ---> 006a75781444
Step 11/29 : RUN git clone https://github.com/DeFacto/DeFacto.git
 ---> Using cache
 ---> f090d9de106e
Step 12/29 : WORKDIR /usr/src/app/DeFacto
 ---> Using cache
 ---> 78a7530a81e1
Step 13/29 : RUN git checkout defacto-docker
 ---> Using cache
 ---> e1a740bfbdf8
Step 14/29 : RUN sed "2s#/home/user/Repos/DeFacto/data/#/usr/src/app/DeFacto/data/#g" -i defacto-core/src/main/resources/defacto.ini
 ---> Using cache
 ---> 7bcd8dc66fbf
Step 15/29 : RUN sed "36s#/home/user/Repos/DeFacto/data/crawl_repo#/usr/src/app/DeFacto/data/crawl_repo#g" -i defacto-core/src/main/resources/defacto.ini
 ---> Using cache
 ---> ccbb7f97758d
Step 16/29 : RUN sed "92s#/home/user/Repos/DeFacto/data/wordnet/dict#/usr/src/app/DeFacto/data/wordnet/dict#g" -i defacto-core/src/main/resources/defacto.ini
 ---> Using cache
 ---> e329bd66cb8a
Step 17/29 : RUN mvn clean install
 ---> Using cache
 ---> cb5b3042c4b1
Step 18/29 : WORKDIR /usr/src/app/DeFacto/defacto-restful
 ---> Using cache
 ---> 276d1b7f5261
Step 19/29 : RUN mvn clean install
 ---> Using cache
 ---> 5fdfdf977191
Step 20/29 : ARG google_api_key_client_id_variable=default_value
 ---> Using cache
 ---> 9a8d5abfe542
Step 21/29 : ARG google_api_key_secret_variable=default_value
 ---> Using cache
 ---> 8cd5c3cb810e
Step 22/29 : ENV google_api_key_client_id=$google_api_key_client_id_variable
 ---> Using cache
 ---> 7089d8fb44c2
Step 23/29 : ENV google_api_key_secret=$google_api_key_secret_variable
 ---> Using cache
 ---> dc2a624e758b
Step 24/29 : RUN sed "33s#dummy#$google_api_key_client_id#g" -i src/main/resources/application.yml
 ---> Using cache
 ---> dbc39c56bc41
Step 25/29 : RUN sed "34s#dummy#$google_api_key_secret#g" -i src/main/resources/application.yml
 ---> Using cache
 ---> c716f1671935
Step 26/29 : VOLUME root/.m2
 ---> Using cache
 ---> 72500f1b5b85
Step 27/29 : RUN export MAVEN_OPTS=-Xmx4G
 ---> Using cache
 ---> 610d7765c132
Step 28/29 : CMD ["-Dexec.mainClass=org.aksw.defacto.restful.App"]
 ---> Using cache
 ---> 39f83e77d21a
Step 29/29 : ENTRYPOINT ["mvn", "compile", "exec:java"]
 ---> Using cache
 ---> f625d0ab3e4f
Successfully built f625d0ab3e4f
Successfully tagged defacto_git:latest
Diegos-MacBook-Pro:docker diegomoussallem$ docker run -p 4441:4441 defacto_git .
[INFO] Scanning for projects...
[WARNING] 
[WARNING] Some problems were encountered while building the effective model for org.aksw:defacto-restful:jar:1.0-SNAPSHOT
[WARNING] 'dependencies.dependency.(groupId:artifactId:type:classifier)' must be unique: org.springframework.boot:spring-boot-starter-web:jar -> duplicate declaration of version (?) @ org.aksw:defacto-restful:[unknown-version], /usr/src/app/DeFacto/defacto-restful/pom.xml, line 79, column 15
[WARNING] 'build.plugins.plugin.version' for org.springframework.boot:spring-boot-maven-plugin is missing. @ org.aksw:defacto-restful:[unknown-version], /usr/src/app/DeFacto/defacto-restful/pom.xml, line 135, column 12
[WARNING] 
[WARNING] It is highly recommended to fix these problems because they threaten the stability of your build.
[WARNING] 
[WARNING] For this reason, future Maven versions might no longer support building such malformed projects.
[WARNING] 
Downloading from spring-releases: https://repo.spring.io/libs-release/org/springframework/boot/spring-boot-maven-plugin/maven-metadata.xml
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[INFO] 
[INFO] ------------------------------------------------------------------------
[INFO] Building defacto-restful 1.0-SNAPSHOT
[INFO] ------------------------------------------------------------------------
[INFO] ------------------------------------------------------------------------
[INFO] BUILD FAILURE
[INFO] ------------------------------------------------------------------------
[INFO] Total time: 9.413 s
[INFO] Finished at: 2019-03-21T18:20:17Z
[INFO] Final Memory: 13M/102M
[INFO] ------------------------------------------------------------------------
[ERROR] Unknown lifecycle phase ".". You must specify a valid lifecycle phase or a goal in the format <plugin-prefix>:<goal> or <plugin-group-id>:<plugin-artifact-id>[:<plugin-version>]:<goal>. Available lifecycle phases are: validate, initialize, generate-sources, process-sources, generate-resources, process-resources, compile, process-classes, generate-test-sources, process-test-sources, generate-test-resources, process-test-resources, test-compile, process-test-classes, test, prepare-package, package, pre-integration-test, integration-test, post-integration-test, verify, install, deploy, pre-clean, clean, post-clean, pre-site, site, post-site, site-deploy. -> [Help 1]
[ERROR] 
[ERROR] To see the full stack trace of the errors, re-run Maven with the -e switch.
[ERROR] Re-run Maven using the -X switch to enable full debug logging.
[ERROR] 
[ERROR] For more information about the errors and possible solutions, please read the following articles:
[ERROR] [Help 1] http://cwiki.apache.org/confluence/display/MAVEN/LifecyclePhaseNotFoundException
Diegos-MacBook-Pro:docker diegomoussallem$ ```

polish the project structure and the readme

Change the LOG architecture

The current log is too informative and complex leading to a tricky analysis' task. Check each step and decide when a log should be invoked as DEBUG, ERROR, WARN, INFO and etc., as well as split into into different files's whenever it becomes more efficient (remove all system.out.println!!!!)

Setup new DeFacto's Infra

Setup Solr + indexes + mysql + tomcat + pkg on new DeFacto VM

Python version

Read through your code and think you are an amazingly talented programmer. But I don't know jave and looking forward to your python version, when will it be announced please?

More comprehensive guide to build and deploy on local machine.

It would be really helpful if a more comprehensive guide is provided to deploy Defacto on a local machine if possible command by command (After the installing Maven, Mysql part.).
I have a project and I want to use Defacto as a third party software and am having a lot problem in running it.
Would be really glad if someone could help.

Wordnet

Why is the 'defacto-gui' using an extern Wordnet Version2 (in the defacto.ini: 'WORDNET_DICTIONARY = /opt/wordnet2') when there is the Wordnet Version 3 in the 'defacto-core' resources?

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