Digital Commons Network^™

Evaluating And Ranking Genai Chatbots Under Uncertainty: A Type-2 Neutrosophic Rancom–Marcos Mcdm Framework, Hend Ahmed, Abduallah Gamal

Neutrosophic Systems with Applications

Owing to integrate GenAI chatbots to enhance productivity across various tasks, this research presents T2NN-RANCOM-MARCOS multi-attribute decision-making model, which employs Type-2 Neutrosophic Number (T2NN) to handle uncertain data, the RANCOM method, distinguished by its easy, highly repeatable, less time consuming, more appropriate to deal with problems exceeds 5 criteria with expert errors to assign subjective weights to criteria and MARCOS method to evaluate and rank eight GenAI chatbots against six main criteria are included 23 sub-criteria: Quality of Information, Understanding and Reasoning, Expression Style and Persona, Safety and Harm, Trust and Confidence and Economic are primarily derived from QUEST evaluation …

Stakeholder Value Creation Strategies For Small Financial Service Business Owners, David Sone Njumbe

Walden Dissertations and Doctoral Studies

Small business owners who emphasize wealth creation to the detriment of sustainability may experience negative business outcomes. Small insurance agency owners are concerned because agency sustainability is a key to creating value for all stakeholder groups. Grounded in the stakeholder theory, the purpose of this qualitative pragmatic inquiry was to explore strategies that some owners of small insurance agencies in the financial services industry use to create value for different stakeholder groups in order to remain sustainable in an evolving business environment. The participants were six financial professionals/advisors of the financial services industry. Data were collected using semistructured interview questions. …

Rethinking The Narrative Of Turkey’S July 15 Events: An Intelligence Operation Disguised As A Coup Attempt, Mustafa Kirisci, Ibrahim Kocaman, Murat Balci

Publications

Academia, think tanks, and international media have largely adopted the Turkish government’s narrative that the events of July 15, 2016, constituted a failed coup attempt. This dominant framing has shaped policy responses and scholarly interpretations despite the authoritarian context in which it was crafted. Many Turkish and Western scholars accepted the Turkish government’s narrative that the July 15 events were a failed coup attempt. They often rely on surface-level indicators and official statements without critically engaging with available evidence. Also, they disregarded substantial evidence and defendants’ statements in judicial proceedings that directly contradict official statements. One notable exception to this …

Durable Low-Friction Graphite Coatings Enabled By A Polydopamine Adhesive Underlayer, Adedoyin Ayomide Abe, Fernando Maia De Oliveira, Deborah Okyere, Mourad Benamara, Jingyi Chen, Yuriy I. Mazur, Min Zou

Mechanical Engineering Faculty Publications and Presentations

This study investigates the tribological performance and wear mechanisms of graphite and polydopamine/graphite (PDA/graphite) coatings on stainless steel under dry sliding conditions. While graphite is widely used as a solid lubricant, its poor adhesion to metal substrates limits long-term durability. Incorporating an adhesion-promoting PDA underlayer significantly improved coating lifetime and wear resistance. Tribological testing revealed that PDA/graphite coatings maintained a coefficient of friction (COF) below 0.15 for over seven times longer than graphite-only coatings. High-resolution scanning electron microscopy, SEM, and profilometry showed that PDA improved coating adhesion and suppressed lateral debris transport, confining wear to a narrow zone. Surface and …

Examining Filipino Cultural Traits And Entrepreneurial Intention: Applying The Mapa Ng Loob Framework Within The Five-Factor Model In Academic Entrepreneurship, Marlo C. Novino

Asia-Pacific Social Science Review

The academic community is transitioning to fulfill its new mission of promoting innovation and entrepreneurship for economic and social development. With this, there is a need to examine the entrepreneurial intention of an academic entrepreneur from a cultural trait lens. This study explores lexically based Filipino personality traits that influence entrepreneurial attitude and intention in an academic setting, highlighting the significance of the Masaklaw na Panukat ng Loob (Mapa ng Loob) psychological tool as a culturally relevant framework. The Mapa ng Loob thoroughly evaluates personality trait constructs that are both theoretically and practically important in Filipino culture by providing a …

The Role Of Visible Management Practices In Reducing Administrative Corruption, An Exploratory Study Of The Opinions Of A Sample Of Employees At The Technical Institute / Mosul, Yasser Salem Hussein Ahmed, Raghad Mohammed Yahya Suleiman Kharoufa

Muthanna Journal of Administrative and Economics Sciences

The research aims to determine the extent to which visual management, with its extended dimensions (setting work requirements, eliminating and purifying, and reducing waste), can limit its administrative impact in the research organization. The research problem crystallized in raising the following questions: What is related to the agreement and influence between management practices and management even after the management director? to achieve what the current research sought, the descriptive analytical approach was adopted. The study community was identified in the Technical Institute-Mosul, which is one of the formations affiliated with the Northern Technical University to apply the analytical aspect of …

Unveiling Social Media Content Related To Adhd Treatment: Machine Learning Study Using X'S Posts Over 15 Years, Alba Gómez-Prieto, Alejandra Mercado-Rodriguez, Juan Pablo Chart-Pascual, Cesar I Fernandez-Lazaro, Francisco J Lara-Abelenda, María Montero-Torres, Claudia Aymerich, Javier Quintero, Melchor Alvarez-Mon, Ana Gonzalez-Pinto, Cesar A Soutullo, Miguel Angel Alvarez-Mon

Faculty, Staff and Student Publications

No abstract provided.

Re: Approval Letter For The Butte Priority Soils Operable Unit (Bpsou) Revised Insufficiently Reclaimed Sites Bres No. 158 – Waste Rock Dump Remedial Action Work Plan (Rawp) (Dated June 24, 2025), Molly Roby

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

Neutrosophic Set Model For Controlling Electronic Waste Requirements Management Policies To Minimize Ecological Impact And Improving Resilience And Sustainability, Mohamed Abouhawwash, Nitin Mittal, Sudeep Tanwar

Neutrosophic Systems with Applications

The growing issue of electronic waste (e-waste) necessitates management approaches that promote sustainability and resilience while reducing environmental effects, particularly considering global disruptions and pressure on manufacturers to implement extended producer responsibility laws. There is a research gap in our knowledge of the link between sustainability and resilience since most of the literature currently available on e-waste management focuses on either operational efficiency or sustainability. This study proposes multi-criteria decision making (MCDM) methodology for controlling electronic waste requirements management policies to minimize ecological impact and improving resilience and sustainability. We use the EDAS methodology to rank the alternatives. The criteria …

Application Of Dematel Based On Bipolar Neutrosophic Sets For Sustainable Agriculture Practices, Lazim Abdullah, Nor Liyana Amalini Binti Mohd Kamal

Neutrosophic Systems with Applications

The development of natural capital is a fundamental objective within sustainable agricultural systems, where the optimization of both crop and livestock production is vital to addressing global food demands. Despite this imperative, major agricultural sectors such as paddy and rubber production, often fall short of satisfying consumption needs. This study aims to identify and prioritize the most influential criteria for sustainable agriculture using the Bipolar Neutrosophic Set-based Decision-Making Trial and Evaluation Laboratory (BNS-DEMATEL) method. Expert evaluations were elicited from five agricultural specialists using linguistic assessments to analyze the performance and interdependencies among sustainability criteria. Computational analyses were conducted using MATLAB …

The George-Anne

The George-Anne

No abstract provided.

Ethical Technology Assessment Of Artificial Intelligence (Ai) And The Internet Of Things (Iot) Among Gen Z Population In Thailand And The Philippines, Melvin Jabar, Penchan Pradubmook Sherer, Seung Chun Paek, Elena Chiong-Javier

Asia-Pacific Social Science Review

With the use of the ethical technology assessment model by Palm and Hansson (2006), this paper examines the knowledge and perceptions about the ethics of and experiences with artificial intelligence (AI) and the internet of things (IoT) among the Generation Z population in Thailand and the Philippines. A total of 1,060 Thai and 1,499 Filipino Gen Z students participated in the online survey. Results revealed that Gen Z respondents from Thailand and the Philippines muse heavily on privacy, social contact, autonomy and control, as well as human reproduction and health issues. Moreover, both groups are most bothered by the potential …

Indoor Air Quality And Sick Building Syndrome In Selected Public Buildings In Shah Alam, Selangor, Ismaniza Ismail, Mohamad Solehin Zulkarnain, Ilyas Syafiq Darul Ridzuan, Yahya Thamrin, Nasrul Hamidin

Media Kesehatan Masyarakat Indonesia

Indoor Air Quality (IAQ) is always associated with Sick Building Syndromes (SBS) despite the age of the buildings, particularly in buildings where indoor air pollutants may affect occupants’ health and productivity. This study assessed IAQ parameters and SBS symptoms in five selected public buildings aged 10 and above in Shah Alam, Selangor. Physical, chemical and biological parameters were measured, while structured questionnaires were completed by 87 respondents occupying the buildings. Most IAQ parameters were within the ranges of the Industry Code of Practice on IAQ (ICOP IAQ 2010), except for air velocity, formaldehyde and Total Volatile Organic Compound (TVOC) in …

Revised Final Uniform Federal Policyquality Assurance Project Plan, Hydrogeologic, Inc.

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

Re: Pilot Project 2025 Annual Update, Mark Thompson, Loren Burmeister

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

Revised Final Uniform Federal Policy- Quality Assurance Project Plan, Hydrogeologic, Inc.

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

Re: Approval Letter For The Butte Priority Soils Operable Unit (Bpsou) Revised Draft Final Reclamation Improvement Sites Field Sampling And Investigation Plan (Fsp): Bres No. 45 – Garfield Response To Agency Comments (Dated August 14, 2025), Molly Roby

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

Re: Approval Letter For The Butte Priority Soils Operable Unit (Bpsou) Draft Final Bres No. 35 Del Monte Reclamation Improvement Sites Field Sampling (Fsp) (Dated August 14, 2025), Molly Roby

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

Re: Approval Letter For The Butte Priority Soils Operable Unit (Bpsou) Draft Final Bres No.94 – Rialto Dump Reclamation Improvement (Ri) Field Sampling Plan (Fsp) (Dated August 21, 2025), Molly Roby

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

Blue Economy Policy Implementation And Its Ecological Implications In Tomini Bay, Abdul Wahab Podungge, Dwi Indah Yuliyani Solihin, Yulianty Adipu, Yanti Aneta

BISNIS & BIROKRASI: Jurnal Ilmu Administrasi dan Organisasi

Industrial and mining activities around Tomini Bay have significantly impacted marine ecosystems. This study aims to analyze the formulation process of the blue economy policy using an institutional approach, which includes the structure and process of decision-making, the role of key actors, and the impact of norms, rules, and regulations on the policy. In addition, this study evaluates the policy from a sustainable ecosystem perspective. Employing a qualitative approach combined with a research-action model, this study focuses on collaboration between researchers and stakeholders to identify problems, develop solutions, and implement practical changes. Findings reveal that the blue economy in Tomini …

Ai Exposure And The Future Of Work: Linking Task-Based Measures To U.S. Occupational Employment Projections, Erik Vasilauskas, Michael Horrigan

Reports

No abstract provided.

Lens: Lightweight And Explainable Llm-Based Apt Detection At The Edge For 6g Security, Suhib Bani Melhem, Muhammed Golec, Abdulmalik Alwarafy, Yaser Khamayseh

All Works

Expected to be deployed in the early 2030s, sixth-generation (6G) wireless networks, with their high speed and integration with cutting-edge technology such as intelligent edge computing, expand the attack surface and face serious cyber threat risks such as Advanced Persistent Threats (APTs). This type of cyber attack can imitate benign network traffic and operate for long periods of time without being detected by traditional detection systems. This paper introduces LENS, a lightweight and explainable LLM-based network security framework designed to address this cybersecurity threat for 6G environments. LENS uses a fine-tuned DistilBERT model to convert raw network streams into natural …

Trophic Niche Overlap Between Native And Alien Fish Species: A Challenge For The Aquatic Ecosystems, Rana Manzoor Ahmad, Abdul Majid Khan, Mariya Basharat, Muhammad Rizwan, Neelam Shahzadi, Muhammad Imran

Journal of Bioresource Management

The different physiological and biological challenges are introduced not only on land but also in aquatic ecosystems due to increasing climatic changes and human needs. One of these challenges is the introduction of invasive alien species to the native freshwater ichthyofauna. These species not only disturb the ecological balance of the native water bodies but can also be a vector for parasitic diseases. The current study is designed to disclose the trophic niche overlap among exotic (Cyprinus carpio and Oreochromis mozambicus) and indigenous fish species (Labeo calbasu and Cirrhinus mrigala) from Head Baloki (Ravi River), Punjab, …

Engineered Exosomes With Krasg12d Specific Sirna In Pancreatic Cancer: A Phase I Study With Immunological Correlates, Valerie S Kalluri, Brandon G Smaglo, Krishnan K Mahadevan, Michelle L Kirtley, Kathleen M Mcandrews, Mayela Mendt, Sujuan Yang, Ana S Maldonado, Hikaru Sugimoto, Maria E Salvatierra, Luisa M Solis Soto, Cara Haymaker, Rick Finch, Mihai Gagea, Adam C Fluty, Steven J Ludtke, J Jack Lee, Abhinav K Jain, Gauri Varadhachary, Rachna T Shroff, Anirban Maitra, Elizabeth Shpall, Shubham Pant, Raghu Kalluri

Faculty, Staff and Students Publications

Oncogenic KRAS is amongst the key genetic drivers for initiation and maintenance of pancreatic ductal adenocarcinoma (PDAC). Here, we show that engineered exosomes with KrasG12D specific siRNA (iExoKrasG12D) reveal a biodistribution in pancreas with negligible toxicity in preclinical studies in mice and Rhesus macaques. Clinical testing of iExoKrasG12D in the iEXPLORE (iExoKrasG12D in Pancreatic Cancer) Phase I study employed a non-randomized single-arm classical 3 + 3 dose escalation design (Phase Ia), followed by an accelerated titration design (Phase Ib) (NCT03608631). The primary outcomes included safety, tolerability and target engagement, and the secondary outcomes aimed to assess disease control. …

Biodiversity Performance Of Living Wall Systems In Temperate Urban Environments: Plant Selection And Substrate Effects On Multi-Taxa Communities: Biodiversity Performance Of Living Wall Systems In Urban Environments, Paul Lunt, Thomas Murphy, James Buckley

School of Geography, Earth and Environmental Sciences

Urban densification threatens biodiversity, yet conventional greenspace expansion is con-strained by limited land availability. Living wall systems (LWS) offer potential biodiversity enhancement through vertical green infrastructure, though their ecological value re-mains underexplored. This study evaluated the biodiversity performance of three LWS in Plymouth, UK, using multi-taxa surveys to assess invertebrate communities, bird assemblages, and bat activity. A scoping review of 2,638 publications revealed limited research on LWS biodiversity, with only 27% of biodiversity-focused papers referencing specific species. Field surveys employed standardized protocols including flower-visiting pollinator observations, spider assessments, soil invertebrate extraction using Tullgren funnels, acoustic bird monitoring, and bat emergence …

Automated Video Production Workflow Using Textual Source Documents, Kumar Dhanagopal

Defensive Publications Series

This disclosure describes a multi-stage workflow to facilitate automated video production from textual source documents. A system may process source documents to generate a narrative audio track. This audio can then be analyzed by a computing system to produce a corresponding visual storyboard, for example, by identifying concepts and scenes. Based on information from this storyboard, generative tools may be used to create multimedia assets, such as graphics and video clips. The generated audio and visual components may then be assembled into a video. This integrated method provides a process for converting text to video that can potentially reduce manual …

Computer Control By Agentic Systems With World Models Of User Interfaces, Florian Hartmann, Victor Carbune

Defensive Publications Series

Computer control functionality refers to the capabilities of artificial intelligence (AI) agents that enable the agent to use a computer as a human does, e.g., by interacting with user interfaces via operations of input devices. For accurate task completion, it is important for the AI agent to reason about the task currently being performed and to determine what effects the actions it performs may have on the environment. This disclosure describes techniques that enable an AI agent to learn to estimate the reversibility of an action in a user interface (UI) and to use the reversibility estimate to adapt the …

Automatic Integration Of Temporal Context For Large Language Models, Na

Defensive Publications Series

Current LLMs struggle with real-time knowledge, tracking elapsed time, chronological context, and generating time-sensitive responses, leading to user burden and limited applicability in time-sensitive domains. This disclosures describes techniques for integrating real-time temporal context into large language model (LLM) processing of user queries, addressing their inherent lack of temporal awareness. The techniques described herein automatically obtain current time from a reliable time source as well as relevant temporal context such as conversation history between an LLM-powered chatbot and a user that provides a query. The time information together with the user query is provided to the LLM which can thereby …

Target Markets 2024–2030 For Ai Products, Xavier Pillet

Defensive Publications Series

This document, produced with the assistance of ChatGPT o3 and ChatGPT 5 Thinking, is released under the Apache 2.0 licence. It is a voluntary defensive publication (prior art) and therefore enters the prior art upon release under the applicable patent statutes: (art. L 611-11 CPI / art. 54(2) CBE), 35 U.S.C. §102(a) (United States Patent Act), Chinese Patent Law Art. 22(5) (中华人民共和国专利法), and Japanese Patent Act Art. 29(1) (特許法). It consolidates 80 reproducible technical contributions across software, sensors, hardware, AI, protocols, materials, manufacturing, imaging, delivery, therapies, data/privacy, UX/workflows, supply chain and business processes. Each item is described in an enabling …

Large Language Model Embedding Graph For Content Recommendation And Discovery, Tamojit Chatterjee, Shravan Nayak

Defensive Publications Series

Existing content recommendation algorithms often do not effectively use structured information to make more informed decisions. This can limit the ability to discover similar content or to introduce sufficient diversity into recommendations. In addition, or in the alternative, current techniques for enhancing content recommendations may lack personalization, diversity, and transparency. These existing techniques may also present static sets of content items (e.g., content clusters) that may not adapt to real-time events. Also, content cluster labels may not clearly describe the underlying theme of the content items in the content cluster.

This disclosure describes technology for generating content recommendations using a …