SciePLUS

Platform workspace · Powered by aiotor.com

Signed in
Aiotor Drive · Aiotor Connector

Your research desk after login.

Secure storage for papers, drafts and research projects.

Research DocumentsSaved searchesCitation exportsInstitution folders

Research Documents

Sample documents and future user uploads appear here. Subscribe to Aiotor Drive to keep research storage secure and use these files for writing, revision, retrieval and evidence-backed academic work.

MD
Robotics in Healthcare, Manufacturing and EducationSample literature-review brief · saved in Aiotor Drive / Research Documents.
PDF
Selected SciePLUS papersSaved papers from Search become a future evidence pack for writing.
CSV
Citation exportsExported search and citation windows remain available for admin/reporting workflows.

Workflow

Discovery and writing stay separate but connected.

1. SearchFind accessible papers.
2. SaveAdd to My Library.
3. DraftOpen Writing preview.
4. AuditCheck citations.

Early-access status

Write, revise and retrieve research from your secure workspace.

AI
Aiotor LLM CopilotRequest early access for literature review drafting and citation audit.
§
Evidence mapPlanned: claim-level source mapping and reference cleanup.
Subscribed institute
SciePLUS Demo InstituteLogin, register, My Library and campus-IP access are tenant-aware.
11 advanced discovery filters availableHidden after login to keep the workspace clean. Open only when you need to review the portal feature map.
1. Document TypeArticle, e-book, conference, thesis, pre-print, chapter, dataset
2. JournalsJournal/source finder and source ID filter
3. PublishersPublisher and publisher-lineage filters
4. YearAll years, min/max, date range
5. SubjectEngineering, management, medical, topic/field
6. CitationCitation min/max and cited-by pages
7. InstitutesOrganization and affiliation filters
8. AuthorsAuthor finder, author name and ID
9. SubscriptionsTenant access and institute workspace
10. SP AccessOpen access, repository, PDF, full text
11. TypeFull text, abstract, or both
Aiotor Research Discovery

Discover credible research.

Search publications, authors, journals, institutions and citations.

Total
PDF
Full text
0Saved
Single-string query: robotics access:accessible · title:"graph neural networks" author:"Smith" journal:"Nature" year:2020..2026 cites:25.. access:fulltext type:article
Apply filters once; pagination keeps the same filters on every page.
📄
PDF
PDF documents loaded: publisher + archive
🌐
SP
SciePLUS access / repository available
🧠
Abstract
records with readable abstract
📈
Cites
total citations in loaded results

Research results

Searching SciePLUS…
Total: — Visible: 0 Page 1 / — Cursor ready: — 1 keyword Ready
Active filters remain applied across pages.
Enter a query to discover research.

Priority Queue

Best documents to ingest first into your SciePLUS library or AI summarizer.

1
0
P1 PDF ingest: publisher/archive
2
0
P2 SciePLUS access full-text pages
3
0
P3 metadata records
PriorityTitleYearTypeCitesBest LinkAction
Search first to populate queue.

Saved Collection

Selected documents for later PDF download, full-text extraction or AI summary.

Saved documents

0 saved
No saved documents yet.

Export JSON

Saved searches & personal folders

0 saved searches
No saved searches yet.

Citation Base

Formatted citations, BibTeX/RIS exports and cited-by document base for the selected result.

§
citation records
📈
total cited-by count
DOI
records with DOI
PDF
records with PDF

Citation base by publication year

Source / venue distribution

Document type distribution

Top cited records

Citation records

Loaded results
Search first to create citations.

Export block

Deep citation intelligence map

Select a result and click Deep map to load incoming citations, outgoing references and related works with metadata enrichment.

Incoming = works citing selected paperOutgoing = references cited by selected paperMetadata enriched

Incoming

No map loaded.

Outgoing

No map loaded.

Related

No map loaded.

Citation relation base for selected result

Select a result and load Incoming, Outgoing or Related citation records through Aiotor Gateway.

Title / MetadataYearSourceCitesAccessActions
No citation relation base loaded yet.

Search Analytics

Quick quality check of the loaded result set.

🏆
highest SciePLUS score
📚
document types on page
🗓
latest publication year
🔗
records with DOI
BucketMeaningCountRecommended action
Search first to compute analytics.

User Tracking & Usage Dashboard

Track user searches, PDF/download clicks, full-text clicks, saves, exports and document-level activity.

👥
unique users
search events
PDF
PDF/download clicks
link clicks

Usage over time

Event categories

Top users

Priority / interaction radar

Top documents by engagement

Keyword demand

Top publishers

Usage by subject

Per-user details

User-wise searches, clicks, downloads, saves and exports.

UserEventsSearchPDFClicksSavesLast seen
No usage loaded.

Recent activity detail

Document, user, event, priority, URL and hashed device context.

TimeUserEventDocument / Detail
No events yet.
PreviewRegister for early access

Aiotor Research Writing Platform

Turn selected evidence into structured, citation-aware academic drafts.

Open Aiotor Research
Aiotor Drive foldersEvidence-backed draftsPDF / DOCX / TXT-ready workflowCitation audit preview
Aiotor LLM Copilot

“Create a literature-review outline from my Research Documents folder and flag weak citations before export.”

Preview mode · activation required

Aiotor Research Writing AI

Follow evidence from source selection through drafting and citation review.

AI live preview
1. IngestPull source cards from Aiotor Drive and saved SciePLUS papers.
2. OutlineBuild section plan from topic, audience and document goal.
3. DraftWrite paragraphs with argument flow and literature synthesis.
4. CiteAttach supporting evidence and clean reference formatting.
5. ExportPrepare revision-ready document with audit flags.
Literature reviewSynthesizing healthcare, manufacturing and education robotics.
3 linked sourcesAPA-ready references attached to each claim.
94%Coverage, cohesion, citation support and revision readiness.
DOCX + PDFSupervisor review pack and clean bibliography.

Generated Writing Preview

Aiotor Research Writing AI converts source data, extracted themes and citation metadata into a persistent academic draft.

Aiotor Research Writing AI
Create a literature review on robotics in healthcare, manufacturing and education using my Research Documents folder.
S1 · Healthcare roboticsClinical support, surgical assistance and workflow precision.
S2 · Manufacturing automationAutonomous assembly, productivity and safety outcomes.
S3 · Education roboticsLearning engagement, tutoring support and hands-on training.

Robotics Across Healthcare, Manufacturing and Education

Drafting live Citations attached Revision ready

Citation Weave

The live draft anchors major claims to traceable academic support, for example industrial collaboration evidence from Villani et al. (2018), educational robotics synthesis from Mubin et al. (2013), and systems-level robotics framing from Siciliano and Khatib (2016).

Reference Preview
Siciliano, B., & Khatib, O. (2016). Springer Handbook of Robotics. Springer.
Villani, V., Pini, F., Leali, F., & Secchi, C. (2018). Survey on human-robot collaboration in industrial settings.
Mubin, O., Stevens, C. J., Shahid, S., Mahmud, A. A., & Dong, J.-J. (2013). A review of the applicability of robots in education.

Editable paper canvas

Larger research-writing workspace with introduction, literature synthesis, inline evidence cues, citation review and reference cleanup.

Aiotor draft canvas

Robotics in Healthcare, Manufacturing and Education

Introduction draftedLiterature synthesis activeReference audit on

Introduction

Research aim. This writing canvas demonstrates how Aiotor Research Writing can convert a saved evidence pack into a structured academic draft that preserves source traceability, clearer argument flow and revision-ready reference formatting.

Recent robotics research no longer advances along a single engineering trajectory. Instead, it branches into domain-specific systems where clinical accuracy, industrial productivity, educational engagement and regulatory caution shape what counts as success. A useful academic review therefore needs to compare not only positive outcomes but also the context in which those outcomes remain valid.

Literature synthesis

In healthcare, robotics is often associated with precision support, minimally invasive procedures and rehabilitation assistance, yet the literature also emphasizes regulatory responsibility and human oversight when autonomy increases. In manufacturing, collaborative robotics is framed more through workflow efficiency, safety coordination and production flexibility. Educational robotics, by contrast, is evaluated through engagement, problem-solving and classroom adoption rather than pure throughput. Aiotor AI groups these strands into comparable themes so the review can move beyond isolated summaries.

The platform’s drafting workflow then identifies convergence points across the literature: human-robot collaboration, trust calibration, measurable performance improvement and uneven long-term evaluation. These recurring themes help establish a stronger problem statement for a thesis, review article or institutional research brief because the argument is anchored in patterns rather than scattered quotations.

Evidence cue: [S1] medical autonomy and oversight · [S2] collaborative industrial robotics · [S3] educational robotics review

Citation and reference handling

Aiotor Advanced LLM prepares citation-ready prose, flags unsupported claims and keeps reference cleanup visible during drafting. This reduces the common problem of writing a fluent paragraph first and only later discovering that the evidence base is incomplete, inconsistent or weakly formatted.

v1 structured introv2 synthesis passv3 citation cleanupv4 supervisor review
Drive
Folder
Aiotor Drive research-document workspace
AI
Draft
Aiotor LLM section drafting preview
§
Audit
Claim, citation and reference quality checks
Track
Version checkpoints and supervisor review flow

Journal Finder

Journal Finder

Sources
Journal Finder now supports source type, OA, DOAJ, country, continent, ISSN, topic, publisher/host, h-index/i10, works and citation filters. Apply writes the stable Journal ID into Advanced Filters.
Search a journal/source and apply the ID filter.

SciePLUS Knowledge Explorer

All supported entities
Select an entity and search. Use Apply to put the correct ID into the advanced search filters.

Source discovery filters

Journal/source layer

Sources can be narrowed by source type, OA status, DOAJ, ISSN, country, publisher/host organization, topic, h-index/i10 and work/citation counts. Use Journal Finder above for practical filtering.

Journal source typeDefault filter for Journal Finder: type:journal
enabled
Open Access / DOAJEnable from Journal Finder to find open journals or DOAJ-listed journals.
optional
Scopus / WoSRequires your verified registry upload in Admin Dashboard; not inferred from open metadata.
registry

Search coverage

Discovery API layer
WorksAuthorsSourcesInstitutionsTopicsDomainsFieldsSubfieldsKeywordsPublishersFundersAwardsCountriesLanguagesWork typesSource typesInstitution typesSDGsLicenses

Author Finder

Author Finder

Authors
Search an author and open the dedicated author profile page.

Institution Finder

Institution Finder

Institutions
Search an institution and open the dedicated institution profile page.

Author Profile

Author list-to-detail profile page with metrics, affiliations, yearly view and top publications from the SciePLUS catalogue.

Open an author from Author Finder to view the profile page.

Institute Profile

Institute list-to-detail profile page with metrics, topics, yearly view and top publications from the SciePLUS catalogue.

Open an institution from Institution Finder to view the profile page.

Journal / Source Profile

Source-level profile page with ranking metrics, indexing context and top publications from the SciePLUS catalogue.

Open a journal/source from Journal Finder to view the profile page.

Record Detail

Detailed SciePLUS record page with metadata, abstract, access links and citation navigation.

Open a record from search or a profile page to view the detailed page.
SciePLUS Research Impact

Measure institutional research influence across any selected period.

Explore publication growth, filtered H-index, citation strength, research mix, access patterns, authors and publications—while the original Institute Profile remains available instantly.

Aiotor Research Intelligence
Select an institution to beginThe fast snapshot prepares the essential selected-period indicators first. Choose Full Impact Review for deeper citation and author analysis.
0%
0 works
Selected worksPublication-year filtered
Overall citationsLifetime institution profile
Filtered H-indexSelected publication period
Filtered I10Works with ≥10 citations
Overall H-indexInstant institution profile
Open access shareOverall profile remains separate
Selected-range definitionChoose an institution and calculate a range to generate auditable metrics.
Not calculated

Publication momentum by year

Interactive trend
Choose an institution and period to view the research timeline.

H-index frontier

Rank vs citations
The H-index threshold will appear after calculation.

Research mix

Publication types
Research categories will appear after calculation.

Access profile

Open access
The publication access profile will appear after calculation.

Filtered publications

0 records
Calculate an institution range, then search its publications.
Page 1

Affiliated author performance

0 authors
Run Full Impact Review to compare affiliated authors across the selected period.
Page 1

Filtered H-index

The largest number h for which at least h selected publications have each received at least h citations. The selected publication period is always shown beside the result.

Fast snapshot vs full review

The fast snapshot presents publication output, filtered H-index, I10, research mix and access profile. Full Impact Review adds selected-range citation totals and affiliated-author performance.

Affiliation-aware authors

Author comparisons include researchers associated with the institution on the selected publications, helping prevent unrelated external collaborators from inflating institutional results.

Overall and selected-period views

The instant Institute Profile remains the lifetime view. Research Impact is a separate period-based analysis, so both perspectives remain available without replacing one another.

Profile & Remote Access

Your institute, personal account, campus access mode and password tools.

Signed-in user

Open this page after login or campus-IP access to see profile details.

Password reset

Institute users

Library, links & groups

Tenant page
Tenant library details, useful links and research groups will appear here after profile refresh.

Academic Organization Admin Dashboard

Bulk user creation, tenant-level reports, statistics, visualizations and PDF/Excel exports for the subscribed institute.

Tenant admins can manage only their own institution. Aiotor superadmin can select a tenant and review that institution.

Institution activation summary

Tenant identity, whitelisted IP, contact, portal IDs and subscription details for the currently selected institution.

Tenant scoped
InstitutionSelect a tenant to load activation details.
Total users
End users
Admins / librarians
0Saved reports

Visualization Studio

Live tenant analytics

Usage trend

Interaction mix

Top users

Keyword demand

Publishers

Subjects

Activity intensity matrix

Bulk upload institute users

Auto password
Recommended for institution onboarding: use the common password flow for the first import, share the common password securely, and let each named user change it after first login. Tenant admin can also reset any tenant user password later. ID pattern format remains BE@ + last 6 alphanumeric characters of enrolment number + last 4 mobile digits.

Reports & export

PDF / Excel
Saved tenant reportsGeneratedScopeAction
No saved tenant reports yet.
UserNameRoleLast loginAction
Refresh admin to load tenant users.

Single user registration

Manual create

Tenant setup & campus IP allowlist

Multi-tenant

Library page, useful links & research groups

Tenant page

Scopus / Web of Science registry

Optional

Platform Setup

Aiotor-only institution activation, campus access and tenant administration.

Institution profile

Superadmin only
Select an institution to see its configured public campus IPs.

Settings

Tenant, admin and local defaults. Production settings are persisted through Aiotor Gateway.

Academic organization admin

Recommended Aiotor Gateway endpoints

Next build
GET /api/searchAiotor Gateway search + cache
POST /api/ingest/pdfDownload legal SciePLUS access PDF
POST /api/extractText + page map
POST /api/summarizeAI research summary
GET /api/collectionsUser saved docs
POST /api/trackUser clicks/downloads
GET /api/analytics/summaryPlotly dashboard data
GET /api/aiotor-gateway/citationsCited-by base route