cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/klein-ouc1sto1802777
title: 1. Richard Nixon's early political career, 1940-1962

description: The Herbert G. Klein papers contain detailed records of the day to day activities of Herbert G. Klein, University of Southern California alumnus and trustee, journalist, editor and first White House Director of Communications. Included are records from all phases of Klein's long career: his early career as a journalist with Copley Newspapers in Alhambra and San Diego; his work with Richard Nixon, beginning with the Vice Presidential campaign of 1956; and his subsequent career as a media professional and author. A Finding Aid for the Herbert G. Klein papers is available (https://archives.usc.edu/repositories/3/resources/346). The collection was donated to the University of Southern California by the Klein family in 2008.
DOI: 10.25549/mccabe-ouc11399dqqu
title: Hilton H. McCabe papers

description: The Hilton H. McCabe papers consist of correspondence, reports, photographs, clippings, legal documents and maps documenting McCabe's judicial work with allotments, guardianships and conservatorships of the Agua Caliente Band of Cahuilla Indians in and around Palm Springs, California. See also the Finding Aid for the physical collection.
DOI: 10.25549/mccabe-ouc11399dqqr
title: Hilton H. McCabe papers

description: The Hilton H. McCabe papers consist of correspondence, reports, photographs, clippings, legal documents and maps documenting McCabe's judicial work with allotments, guardianships and conservatorships of the Agua Caliente Band of Cahuilla Indians in and around Palm Springs, California. See also the Finding Aid for the physical collection.
DOI: 10.25549/mccabe-ouc11399dqqk
title: 320 S. Indian Ave., Palm Springs, early 1950s

description: Commercial building, 320 South Indian Avenue (southeast corner at Saturnino Road), Section 14, Palm Springs, California, USA, early 1950s. Businesses include: Art & Craft Shop; David Applebaum, Realtor.
DOI: 10.25549/mccabe-ouc11399dqqi
title: 176-182 S. Indian Ave., Palm Springs, 1953

description: Commercial building, 176-182 Indian Avenue, Palm Springs, California, USA, early 1953?. "Opposite entrance to Plaza on Indian Avenue, on Lot 23, Section 14" -- written on back. Businesses include: Coachella Valley Savings & Loan Association (176 South Indian Avenue), Marty's Sample Shop (178 South Indian Avenue), Wayne's Authorized Sales & Service (180 South Indian Avenue), Valet Cleaners (182 South Indian Avenue).
DOI: 10.25549/mccabe-ouc11399dqqf
title: Virginia Milanovich (Sanchez), Palm Springs area, early 1950s

description: Virginia Milanovich (Sanchez), teenage girl, Palm Springs area, California, USA, early 1950s.
DOI: 10.25549/mccabe-ouc11399dqqe
title: Hilton H. McCabe papers

description: The Hilton H. McCabe papers consist of correspondence, reports, photographs, clippings, legal documents and maps documenting McCabe's judicial work with allotments, guardianships and conservatorships of the Agua Caliente Band of Cahuilla Indians in and around Palm Springs, California. See also the Finding Aid for the physical collection.
DOI: 10.25549/mccabe-ouc11399daue
title: Hilton H. McCabe papers

description: The Hilton H. McCabe papers consist of correspondence, reports, photographs, clippings, legal documents and maps documenting McCabe's judicial work with allotments, guardianships and conservatorships of the Agua Caliente Band of Cahuilla Indians in and around Palm Springs, California. See also the Finding Aid for the physical collection.
DOI: 10.6084/m9.figshare.30565550
title: copd_costs_depression_severity

description: We aim to extensively study the relationship between the costs of COPD care, disease severity and depression severity as measured by the Patient Health Questionnaire (PHQ-9 questionnaire).<br>
DOI: 10.6084/m9.figshare.30565550.v1
title: copd_costs_depression_severity

description: We aim to extensively study the relationship between the costs of COPD care, disease severity and depression severity as measured by the Patient Health Questionnaire (PHQ-9 questionnaire).<br>
DOI: 10.25549/mccabe-ouc11399dau8
title: Bogert, letter, 1963-03-04, to McCabe

description: Frank M. Bogert, 171 North Indian Avenue, Palm Springs, California, USA, letter, 4 March 1963, to Hilton H. McCabe (Superior Court), Indio, California, USA. "I have been able to identify some of the people on the picutres which I gave you the other day." -- first line.
DOI: 10.25549/mccabe-ouc11399dau7
title: Hilton H. McCabe papers

description: The Hilton H. McCabe papers consist of correspondence, reports, photographs, clippings, legal documents and maps documenting McCabe's judicial work with allotments, guardianships and conservatorships of the Agua Caliente Band of Cahuilla Indians in and around Palm Springs, California. See also the Finding Aid for the physical collection.
DOI: 10.25549/mccabe-ouc11399dafs
title: Hilton H. McCabe papers

description: The Hilton H. McCabe papers consist of correspondence, reports, photographs, clippings, legal documents and maps documenting McCabe's judicial work with allotments, guardianships and conservatorships of the Agua Caliente Band of Cahuilla Indians in and around Palm Springs, California. See also the Finding Aid for the physical collection.
DOI: 10.5281/zenodo.15386565
title: EduMKG: A Multimodal Knowledge Graph for Education with Text,  Image, Video and Audio

description: EduMKG is a multimodal educational knowledge graph dataset that covers natural sciences (biology, physics, and chemistry) in middle and high school education. It includes multimodal concepts covering text, images, videos, and audio, as well as knowledge points and exercises extracted from curriculum standards and MOOCs. EduMKG comprises 34,630 multimodal concepts and 403,400 triples, making it a vital resource for research in multimodal educational applications.Zip DescriptionRawData:  This folder comprises the publicly available raw data, including images derived from course materials, subtitles extracted from MOOC videos, audio files associated with specific concepts, and supplementary files generated through multimodal concept extraction and alignment. EduMKG: This folder contains the entire EduMKG, including the triple files of EduMKG as well as the cross-indexing files between multimodal concepts, knowledge points, and imagesExample: The examples of the Case Study for Multimodal Alignment Section in the paper.Groundtruth: The groundtruth for Evaluation on Concept Extraction  Section in the paper.

Document Description

Documents in EduMKG {subject}Image.json: This is a cross-indexing file between images and concepts in the multimodal discipline. Each image has a unique ID and is associated with a varying number of concepts.{subject}Knowledge.json:  This is a cross-reference file for knowledge points. Each knowledge point has a unique ID, along with URLs for corresponding exercises and IDs of related knowledge points. {subject}.json: This is a multimodal concept cross-indexing file involving text, images, videos, audio, and knowledge points. Each multimodal concept has a unique ID.{subjectTriples}.json: This file contains all the triples of EduMKG.

Documents in Example

 Each folder contains text, image, video, and audio knowledge of multimodal concepts. To avoid copyright issues, we only provide video URLs and the time intervals where the concepts appear.

Documents in Groundtruth 

Each `groundtruth.txt` contains the concepts corresponding to the course with the same name as the folder. The contents were manually annotated by three PhD students and seven master's students, with cross-validation performed to ensure accuracy. The `groundtruth.txt` files are used in the "Evaluation on Concept Extraction" section of the paper to validate the effectiveness of the proposed concept extraction method.

Documents in RawDataIncludes images corresponding to multimodal concepts, as well as intermediate files generated during the construction of the knowledge graph, facilitating the reproducibility of the EduMKG construction process.
DOI: 10.25549/mccabe-ouc11399dafo
title: Indians -- Washington D.C., 1965

description: Press release, "Indians -- Washington D.C.", 28 July 1965.
DOI: 10.25549/mccabe-ouc11399daf8
title: Hilton H. McCabe papers

description: The Hilton H. McCabe papers consist of correspondence, reports, photographs, clippings, legal documents and maps documenting McCabe's judicial work with allotments, guardianships and conservatorships of the Agua Caliente Band of Cahuilla Indians in and around Palm Springs, California. See also the Finding Aid for the physical collection.
DOI: 10.25549/mccabe-ouc11399daeq
title: Massey, letter, 1965-10-26, to Aleshire

description: Fred H. Massey (Bureau of Indian Affairs), Washington DC, USA, letter, 26 October 1965, to Frank D. Aleshire (Palm Springs Office of the City Manager), Palm Springs, California, USA. "As requested in the Acting City Manager's letter of August 18…" -- first line.
DOI: 10.25549/mccabe-ouc11399dadp
title: Aleshire, memo, 1965-07-28, to City Council

description: Frank D. Aleshire (Palm Springs Office of the City Manager), Palm Springs, California, USA, memorandum, 7 June 1965, to City Council, Palm Springs, California, USA. Re: Resume of meeting with Bureau of Indian Affairs, Washington D.C. 6-3-65. "Following is a summary of discussions held June 3 in Washington..." -- first line.
DOI: 10.25549/mccabe-ouc11399dacx
title: Hilton H. McCabe papers

description: The Hilton H. McCabe papers consist of correspondence, reports, photographs, clippings, legal documents and maps documenting McCabe's judicial work with allotments, guardianships and conservatorships of the Agua Caliente Band of Cahuilla Indians in and around Palm Springs, California. See also the Finding Aid for the physical collection.
DOI: 10.25549/mccabe-ouc11399dabk
title: Hilton H. McCabe papers

description: The Hilton H. McCabe papers consist of correspondence, reports, photographs, clippings, legal documents and maps documenting McCabe's judicial work with allotments, guardianships and conservatorships of the Agua Caliente Band of Cahuilla Indians in and around Palm Springs, California. See also the Finding Aid for the physical collection.
DOI: 10.25549/mccabe-ouc11399daa8
title: Hilton H. McCabe papers

description: The Hilton H. McCabe papers consist of correspondence, reports, photographs, clippings, legal documents and maps documenting McCabe's judicial work with allotments, guardianships and conservatorships of the Agua Caliente Band of Cahuilla Indians in and around Palm Springs, California. See also the Finding Aid for the physical collection.
DOI: 10.25549/mccabe-ouc11399da9x
title: Appraisal report on Section 14, T4S, R4E, SBB&M, Palm Springs, 1943. Introduction

description: Herbert Samson. Appraisal report on Section 14, T. 4 S., R. 4 E., S.B.B. & M., Palm Springs, California, 15 December 1943. Prepared for Mr. Eugene D. Williams. "On May 15, 1876, President Ulysses S. Grant signed an order setting aside all of Section 14 and a part of Section 22 as a reservation for the Agua Caliente Band of Indians." -- first line.
DOI: 10.25549/mccabe-ouc11399da9m
title: Aleshire. Statement on Indians, 1965

description: Fred D. Aleshire. "Statement on Indians", 1 November 1965. "This past year has crystallized a long standing problem in Palm Springs concerning the control and development of Idndian lands." -- first line.
DOI: 10.5281/zenodo.15377583
title: MEduKG: Multimodal Educational Knowledge Graph Construction via Large Language Models

description: MEduKG is a multimodal educational knowledge graph dataset that covers natural sciences (biology, physics, and chemistry) in middle and high school education. It includes multimodal concepts covering text, images, videos, and audio, as well as knowledge points and exercises extracted from curriculum standards and MOOCs. MEduKG comprises 34,630 multimodal concepts and 403,400 triples, making it a vital resource for research in multimodal educational applications.### Zip Description* `RawData`:  This folder comprises the publicly available raw data, including images derived from course materials, subtitles extracted from MOOC videos, audio files associated with specific concepts, and supplementary files generated through multimodal concept extraction and alignment.* `MEduKG ': This folder contains the entire MEduKG, including the triple files of MEduKG as well as the cross-indexing files between multimodal concepts, knowledge points, and images* `Example`: The examples of Case Study for Multimodal Alignment} \label{sec:Case Study for Multimodal Alignment in the paper.* `Groundtruth`: The groundtruth for Evaluation on Concept Extraction in the paper.

### Document Description#### Documents in MEduKG* `{subject}Image.json`: This is a cross-indexing file between images and concepts in the multimodal discipline. Each image has a unique ID and is associated with a varying number of concepts.* `{subject}Knowledge.json`:  This is a cross-reference file for knowledge points. Each knowledge point has a unique ID, along with URLs for corresponding exercises and IDs of related knowledge points.* `{subject}.json`: This is a multimodal concept cross-indexing file involving text, images, videos, audio, and knowledge points. Each multimodal concept has a unique ID.* `{subjectTriples}.json`: This file contains all the triples of MEduKG.#### Documents in Example Each folder contains text, image, video, and audio knowledge of multimodal concepts. To avoid copyright issues, we only provide video URLs and the time intervals where the concepts appear.#### Documents in Groundtruth Each `groundtruth.txt` contains the concepts corresponding to the course with the same name as the folder. The contents were manually annotated by three PhD students and seven master's students, with cross-validation performed to ensure accuracy. The `groundtruth.txt` files are used in the "Evaluation on Concept Extraction" section of the paper to validate the effectiveness of the proposed concept extraction method.#### Documents in RawDataIncludes images corresponding to multimodal concepts, as well as intermediate files generated during the construction of the knowledge graph, facilitating the reproducibility of the MEduKG construction process.
DOI: 10.25549/mccabe-ouc11399da9b
title: Hilton H. McCabe papers

description: The Hilton H. McCabe papers consist of correspondence, reports, photographs, clippings, legal documents and maps documenting McCabe's judicial work with allotments, guardianships and conservatorships of the Agua Caliente Band of Cahuilla Indians in and around Palm Springs, California. See also the Finding Aid for the physical collection.
DOI: 10.25549/mccabe-ouc11399da8z
title: Aleshire, letter, 1965-06-11, to Crow; Aleshire, letter, 1965-06-11, to Roberts & Ranes

description: Frank D. Aleshire (Palm Springs Office of the City Manager), Palm Springs, California, USA, letter, 11 June 1965, to John O. Crow (Bureau of Indian Affairs), 1951 Constitution Avenue, Washington DC, USA. "The Palm Springs zoning ordinance which was the subject of our discussion last week became effective..." -- first lineFrank D. Aleshire (Palm Springs Office of the City Manager), Palm Springs, California, USA, letter, 11 June 1965, to John Roberts, 610 South Broadway, Los Angeles, California, USA, and Herman Ranes, 247 East Tahquitz-McCallum Way, Palm Springs, California, USA. "As requested at the meeting held in Washington last week, we have prepared ordinance text changes..." -- first line.
DOI: 10.25549/pcard-c77-274
title: Race thru the Clouds, Venice, Cal.

description: Postcard of The Race thru the Clouds, Venice, California. Color photograph of the; "Race thru the Clouds," a roller coaster in Venice, California. Many people are lined up under a large covered entrance. Several American flags fly from the platforms surrounding the roller coaster."150" -- printed on front.
DOI: 10.25549/pcard-c77-221
title: Street scene at Venice, Cal.

description: Postcard of a street scene showing Windward Avenue from the Lagoon, Venice, California, from a photograph. Wide steps teeming with people lead up from the Lagoon to Windward Ave.; The back of the postcard bears the number "F. 203", is stamped, addressed, and postmarked July 30, 1909.
DOI: 10.25549/pcard-ouc1764906
title: Interior of the Plunge, Ocean Park, Cal.

description: Postcard of the interior of the Plunge, Ocean Park, California. Color photograph of the large public bath. Numerous people enjoy the hot salt tub baths while onlookers, fully-clothed and decked in hats, gaze from above around the perimeter of the water. Overhead, the glass roof allow the bathers to enjoy the sunlight. "Made in Germany" -- printed on back.
DOI: 10.25549/pcard-c77-250
title: View of Venice, California, from Pier.

description: Postcard of Venice, California, from the Pier. Color photograph with a large white restaurant ship, "Cabrillo", in the foreground. People stroll on the pier and in the background is the city of Venice, California. "Made in Germany", "No. F. 209." -- printed on back.; Handwritten manuscript on back. Postmarked from Los Angeles, California on July 26, 1909.
DOI: 10.25549/pcard-ouc1764890
title: View of Venice, California, from Pier.

description: Postcard of Venice, California, from the Pier. Color photograph with a large white restaurant ship, "Cabrillo", in the foreground. People stroll on the pier and in the background is the city of Venice, California. "Made in Germany", "No. F. 209." -- printed on back.; Handwritten manuscript on back. Postmarked from Los Angeles, California on July 26, 1909.
DOI: 10.25549/pcard-c77-260
title: Burrage Residence, Redlands, California.

description: Postcard of Burrage Residence, Redlands, California. Color photograph of a Spanish style mansion surrounded by lush landscaping and fruit trees. Two bell towers rise from the top of the residence and in the background are snow-capped mountains. The number "1218" is printed in front of the caption on the front-side of the postcard.
DOI: 10.25549/pcard-c77-262
title: 1767. Residence on Chester Place, Los Angeles, California.

description: Postcard picture of Chester Place, Los Angeles, California. On front: A two story wood Victorian residence is visible behind various heights of palm trees and other kind of trees. A turret is visible of the left side of the roof. Printed caption reads: "1767. Residence on Chester Place, Los Angeles, Cal." – On back: Left side, printed text reads "Publ. by Newman Post Card Co., Los Angeles, Cal. Printed in Germany". Handwritten notation "50" in pencil.
DOI: 10.25549/pcard-c77-211
title: Palisades Beach, Santa Monica, Calif.

description: Postcard of Palisades Beach, Santa Monica, California. Color photograph of beach houses and buildings of Palisades Beach. Along one side of the buildings is the ocean. Running along the other side of the buildings is a road filled with cars. Directly overlooking the road and the buildings is a large slope of land covered with green vegetation and flowers. The numbers "338" and "30470" are printed on the front-side of the postcard.; Handwritten inscription on the back of the postcard. Postmarked from Santa Monica, California on May 18, 1931.
DOI: 10.25549/caltopo-ouc1576302
title: California 15-Minute Maps

description: The Historical California Topographical Maps collection contains over 700 maps of California quadrangle maps issued by the United States Geological Survey. The maps cover the entire state of California in three sizes -- 15-minute, 30-minute, and 60-minute. Included are multiple editions of the same maps from as early as 1886 and as recent as 1977. The maps were digitized primarily from three physical collections -- the University of Southern California (USC), the University of California at Los Angeles (UCLA), and the Los Angeles Public Library (LAPL). Many of these maps are not in the USGS National Center in Reston, Virginia, as of the time of their digitization (ca.2002).Thanks to Li Hunt for gathering these maps from their disparate locations in order to make them available here.
DOI: 10.5281/zenodo.15378631
title: MEduKG: Multimodal Educational Knowledge Graph Construction via Large Language Models

description: MEduKG is a multimodal educational knowledge graph dataset that covers natural sciences (biology, physics, and chemistry) in middle and high school education. It includes multimodal concepts covering text, images, videos, and audio, as well as knowledge points and exercises extracted from curriculum standards and MOOCs. MEduKG comprises 34,630 multimodal concepts and 403,400 triples, making it a vital resource for research in multimodal educational applications.Zip Description`RawData`:  This folder comprises the publicly available raw data, including images derived from course materials, subtitles extracted from MOOC videos, audio files associated with specific concepts, and supplementary files generated through multimodal concept extraction and alignment. `MEduKG ': This folder contains the entire MEduKG, including the triple files of MEduKG as well as the cross-indexing files between multimodal concepts, knowledge points, and images*`Example`: The examples of the Case Study for Multimodal Alignment Section in the paper.`Groundtruth`: The groundtruth for Evaluation on Concept Extraction  Section in the paper.

Document Description

Documents in MEduKG `{subject}Image.json`: This is a cross-indexing file between images and concepts in the multimodal discipline. Each image has a unique ID and is associated with a varying number of concepts.`{subject}Knowledge.json`:  This is a cross-reference file for knowledge points. Each knowledge point has a unique ID, along with URLs for corresponding exercises and IDs of related knowledge points. `{subject}.json`: This is a multimodal concept cross-indexing file involving text, images, videos, audio, and knowledge points. Each multimodal concept has a unique ID.`{subjectTriples}.json`: This file contains all the triples of MEduKG.

Documents in Example

 Each folder contains text, image, video, and audio knowledge of multimodal concepts. To avoid copyright issues, we only provide video URLs and the time intervals where the concepts appear.

Documents in Groundtruth 

Each `groundtruth.txt` contains the concepts corresponding to the course with the same name as the folder. The contents were manually annotated by three PhD students and seven master's students, with cross-validation performed to ensure accuracy. The `groundtruth.txt` files are used in the "Evaluation on Concept Extraction" section of the paper to validate the effectiveness of the proposed concept extraction method.

Documents in RawDataIncludes images corresponding to multimodal concepts, as well as intermediate files generated during the construction of the knowledge graph, facilitating the reproducibility of the MEduKG construction process.
DOI: 10.25549/caltopo-ouc1575666
title: Nevada 30-Minute Maps

description: The Historical California Topographical Maps collection contains over 700 maps of California quadrangle maps issued by the United States Geological Survey. The maps cover the entire state of California in three sizes -- 15-minute, 30-minute, and 60-minute. Included are multiple editions of the same maps from as early as 1886 and as recent as 1977. The maps were digitized primarily from three physical collections -- the University of Southern California (USC), the University of California at Los Angeles (UCLA), and the Los Angeles Public Library (LAPL). Many of these maps are not in the USGS National Center in Reston, Virginia, as of the time of their digitization (ca.2002).Thanks to Li Hunt for gathering these maps from their disparate locations in order to make them available here.
DOI: 10.25549/ijpc-ouc113918203
title: 22. Publishers and media barons

description: 22. Publishers and media barons (Spring 2023 Lecture 22 Wednesday)
DOI: 10.25549/ijpc-ouc113918499
title: 13. Gender - Female reporters III

description: 13. Gender - Female reporters III (Spring 2023 Lecture 13 Monday)
DOI: 10.25549/ijpc-ouc113918196
title: 14. Sleeping with sources - Sexual harassment

description: 14. Sleeping with sources - Sexual harassment (Spring 2023 Lecture 14 Wednesday)